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I am attempting to apply k-means on a set of high-dimensional data points (about 50 dimensions) and was wondering if there are any implementations that find the optimal number of clusters. I remember reading somewhere that the way an algorithm generally does this is such that the inter-cluster distance is maximized and intra-cluster distance is minimized but I don't remember where I saw that. It would be great if someone can point me to any resources that discuss this. I am using SciPy for k-means currently but any related library would be fine as well.
python machine-learning data-mining k-means share|improve this question asked Jul 7 '11 at 18:58
This might be more appropriate for the Theoretical Computer Science Stack Exchange, since it not a question about implementation so much as theory.
possible duplicate of How do I determine k when using k-means clustering?
Jul 8 '11 at 9:59
...and stackoverflow.com/questions/6353537/k-means-algorithm and stackoverflow.com/questions/6212690/… This question gets asked quite a lot
Jul 8 '11 at 10:01
May 13 '13 at 4:53
Maybe you should find cluster centers with subtractive clustering ? Basic concept of this algorithm was presented in: link it is for matlab but should be good enough.
– Bartek S
answered Jul 7 '11 at 19:04
What is the link between the number of dimensions and the number of clusters? I can easily build a 1 dimensional distribution with k clusters for arbitrary K.
Jul 8 '11 at 19:36
"If the memberships are roughly the same" -- this assumes the data is divided evenly into clusters, which is quite a strong assumption.
Jul 8 '11 at 23:54
Take a look at this wikipedia page on determining the number of clusters in a data set. Also you might want to try Agglomerative hierarchical clustering out. This approach does not need to know the number of clusters, it will incrementally form clusters of cluster till only one exists. This technique also exists in SciPy (scipy.cluster.hierarchy). share|improve this answer answered Jul 7 '11 at 19:04
share|improve this answer answered Jul 7 '11 at 19:03
There are visualization that should hint good parameters. For k-means you could visualize several runs with different k using Graphgrams (see the WEKA graphgram package - best obtained by the package manager or here. An introduction and examples can also be found here.
share|improve this answer answered Aug 30 '14 at 17:44
share|improve this answer answered Jul 7 '11 at 21:05
If the cluster number is unknow,why not use Hierarchical clustering instead。
At the begining,every isolated one is a cluster, then every two cluster will be merged if their distance is lower than a threshold ,the algorithm will end when no more merger goes.
The Hierarchical clustering algorithm can carry out a suitable "K" for your data.
share|improve this answer answered Oct 18 '13 at 8:19
One way to do it is to run k-means with large k (much larger than what you think is the correct number), say 1000. then, running mean-shift algorithm on the these 1000 point (mean shift uses the whole data but you will only "move" these 1000 points). mean shift will find the amount of clusters then.
Running mean shift without the k-means before is a possibility but it is just too slow usually O(N^2*#steps), so running k-means before will speed things up: O(NK#steps)
share|improve this answer answered Oct 27 '15 at 16:59
Not the answer you're looking for?	Browse other questions tagged python machine-learning data-mining k-means or ask your own question.	asked
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ITEM# 3634713
When Elizabeth Bennet first meets eligible bachelor Fitzwilliam Darcy, she thinks him arrogant and conceited; he is indifferent to her good looks and lively mind. When she later discovers that Darcy has involved himself in the ...
ITEM#: 3634713
Jane Austen was born on December 16, 1775 at Steventon near Basingstoke, the seventh child of the rector of the parish. She lived with her family at Steventon until they moved to Bath when her father retired in 1801. After his death in 1805, she moved around with her mother; in 1809, they settled in Chawton, near Alton, Hampshire. Here she remained, except for a few visits to London, until in May 1817 she moved to Winchester to be near her doctor. There she died on July 18, 1817. As a girl Jane Austen wrote stories, including burlesques of popular romances. Her works were only published after much revision, four novels being published in her lifetime. These are Sense and Sensibility (1811), Pride and Prejudice (1813), Mansfield Park (1814) and Emma (1816). Two other novels, Northanger Abbey and Persuasion, were published posthumously in 1818 with a biographical notice by her brother, Henry Austen, the first formal announcement of her authorship. Persuasion was written in a race against failing health in 1815-16. She also left two earlier compositions, a short epistolary novel, Lady Susan, and an unfinished novel, The Watsons. At the time of her death, she was working on a new novel, Sanditon, a fragmentary draft of which survives. When Elizabeth Bennet first meets eligible bachelor Fitzwilliam Darcy, she thinks him arrogant and conceited; he is indifferent to her good looks and lively mind. When she later discovers that Darcy has involved himself in the troubled relationship between his friend Bingley and her beloved sister Jane, she is determined to dislike him more than ever. In the sparkling comedy of manners that follows, Jane Austen shows the folly of judging by first impressions and superbly evokes the friendships, gossip and snobberies of provincial middle-class life. Get the complete set of Penguin Classics designed by Coralie Bickford-Smith, including the other titles: Cranford by Elizabeth Gaskell Great Expectations by Charles Dickens Jane Eyre by Charlotte Bronte Pride and Prejudice by Jane Austen Sense and Sensibility by Jane Austen Tess of the DUrbervilles by Thomas Hardy The Picture of Dorian Gray by Oscar Wilde Specs
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Patent US6307991 - Optical filter with harmonic elements - Google PatentsSearch Images Maps Play YouTube News Gmail Drive More »Sign inAdvanced Patent SearchPatentsOptical interference filters are designed with harmonic elements that can be related to Fourier series approximations of desired filter responses. The harmonic elements can be fashioned as individual waveguides of an array arranged in various formats including planar or concentric geometries. The expansion...http://www.google.com/patents/US6307991?utm_source=gb-gplus-sharePatent US6307991 - Optical filter with harmonic elementsAdvanced Patent SearchPublication numberUS6307991 B1Publication typeGrantApplication numberUS 09/362,758Publication dateOct 23, 2001Filing dateJul 28, 1999Priority dateJul 28, 1999Fee statusLapsedAlso published asCA2379530A1, CN1365452A, EP1204892A1, WO2001007957A1, WO2001007957A8Publication number09362758, 362758, US 6307991 B1, US 6307991B1, US-B1-6307991, US6307991 B1, US6307991B1InventorsDaniel A. NolanOriginal AssigneeCorning IncorporatedExport CitationBiBTeX, EndNote, RefManPatent Citations (7), Non-Patent Citations (2), Referenced by (1), Classifications (10), Legal Events (4) External Links: USPTO, USPTO Assignment, EspacenetOptical filter with harmonic elementsUS 6307991 B1Abstract Optical interference filters are designed with harmonic elements that can be related to Fourier series approximations of desired filter responses. The harmonic elements can be fashioned as individual waveguides of an array arranged in various formats including planar or concentric geometries. The expansion coefficients of the Fourier series correspond to normalized power distributions among the waveguides, and the harmonic components of the series correspond to incremental optical path length differences between the waveguides.
I claim: 1. A phased-array interference filter for relatively attenuating selected spectral portions of a beam of light comprising:
a single optical input and a single optical output joined by a plurality of individual optical pathways formed in a common planar optical waveguide; said optical pathways within the planar optical waveguide being arranged for conveying unequal portions of the beam's power; said optical pathways having unequal optical path lengths differing from one another as multiples of a common number for relatively shifting phases of the unequal beam portions; an input optical coupler that connects the single input to the plurality of pathways in the planar optical waveguide for dividing the beam into the unequal beam portions; and an output optical coupler that connects the plurality of pathways in the planar optical waveguide to the single output for recombining the phase-shifted beam portions to attenuate selected spectral portions of the beam by interference. 2. The filter of claim 1 in which a spectral response of the filter is represented by a Fourier series having a form of: F out = α 0 + ∑ m = 1 n  α m  exp  [ m   j   β   Δ   z ] where �Fout� is the spectral response of the filter, �α0� and �αm� are the Fourier coefficients corresponding to the relative amounts of power in each of the �m� numbered optical pathways, �j� is an imaginary number, and �β Δz� is an incremental difference in optical path length between the optical pathways.
3. The filter of claim 2 which �β� is a propagation constant, and �Δz� is an incremental difference in the physical path lengths of the optical pathways.
4. The filter of claim 1 in which said individual waveguides have different physical path lengths that are related as multiples of a common number.
5. The filter of claim 1 in which said individual waveguides have different propagation constants related as multiples of a common number.
6. The filter of claim 1 in which said optical pathways are relatively sized and positioned to convey the different portions of the beam's power.
7. A coaxial interference filtering system that divides a beam of light into concentric beam portions that transverse different optical path lengths and recombines the concentric beam portions to interfere with each other to approximate a predetermined spectral response in which (a) single input and output optical pathways are coupled to opposite ends of a coaxial array of waveguide rings that are arranged for apportioning optical energy between the beam portions in accordance with relative magnitudes of a series of harmonic functions and (b) the waveguide rings have different optical path lengths equated to periods of the harmonic functions.
8. The system of claim 7 in which the series of harmonic functions are terms of a Fourier series.
9. The system of claim 8 in which the optical energy of the beam is apportioned between the beam portions traversing different optical path lengths in accordance with coefficients of the Fourier series.
10. The system of claim 9 in which the optical energy of the beam is apportioned by respective areas of optical pathways having the different optical path lengths.
11. The system of claim 9 in which the optical energy of the beam is apportioned by relative positions of optical pathway ends exposed to the beam.
12. The system of claim 9 in which the different optical path lengths are equated to the periods of the Fourier series.
13. The system of claim 12 in which the different optical path lengths include pathways with different physical length pathways.
14. The system of claim 12 in which the different optical path lengths include pathways with different propagation constants.
15. A method of designing an optical interference filter to approximate a predetermined spectral response comprising the steps of:
representing the predetermined spectral response with a Fourier series of harmonic functions having a form of: F out = α 0 + ∑ m = 1 n  α m  exp  [ m   j   β   Δ   z ] where �Fout� is the spectral response of the filter, �α0� and �αm� are the Fourier coefficients corresponding to the magnitudes of each of �m� numbered harmonic functions, �j� is an imaginary number, and �β Δz� is a period of the harmonic functions;
converting the magnitudes �α0� and �αm� of the harmonic functions into relative amounts of power in each of �m� numbered optical pathways through the filter; and converting the periods �β Δz� of the harmonic functions into an incremental difference in optical path length between the optical pathways for producing a filter with a spectral response that at least approximates the predetermined spectral response. 16. The method of claim 15 in which said step of converting magnitudes includes adjusting relative positions of the optical pathways within a field of the beam.
17. The method of claim 15 in which said step of converting magnitudes includes adjusting relative areas of the optical pathways within a field of the beam.
18. The method of claim 15 in which said step of converting periods includes adjusting relative physical path lengths of the optical pathways.
19. The method of claim 15 in which said step of converting periods includes adjusting relative propagation constants of the optical pathways.
20. A phased-array interference filter for modifying spectral characteristics of a multi-wavelength beam of light comprising:
a waveguide array including a plurality of individual optical waveguides formed in a common planar waveguide having different optical path lengths; at least one optical coupler connecting the waveguide array between a single input waveguide and a single output waveguide; the waveguides of the array being sized and positioned in relation to each other for conveying unequal portions of a total optical power of the beam; the waveguides of the array having optical path lengths that differ from one another by a multiple of a given optical path length difference; and the at least one optical coupler recombines the unequal beam portions at the single output waveguide to attenuate selected spectral portions of the multi-wavelength beam by interference. 21. The filter of claim 20 in which the waveguides convey portions of the optical power corresponding to coefficients of a Fourier series approximating a predetermined spectral response for the filter.
22. The filter of claim 21 in which the given optical path length difference corresponds to a harmonic component of the Fourier series.
FIELD OF THE INVENTION The invention relates generally to the field of optical communications, and more particularly to devices and methods employing optical interference phenomena for differentially attenuating selected wavelengths of light to provide filtering for, e.g., gain flattening, as well as dispersion compensation and for other wavelength management purposes.
BACKGROUND Interference filters rely on constructive and destructive interference to provide and shape filter responses. The interference is created by overlapping different phase-shifted portions of the same beam. The beam divisions are generally overlapping portions separated only by time (i.e., phase delay). However, the beams can also be divided spatially into transverse sections subject to different phase delays, which must be recombined to produce the required overlap.
Examples of interference filters with temporally separated beam portions include dielectric filters, Fabry-Perot etalons, Bragg gratings, long period gratings, and micro-optic devices. Most of these filters, particularly Fabry-Perot etalons and long period gratings, have limited response profiles and must be concatenated to produce more complex response profiles. For example, simple response profiles, such as Gaussian profiles, can be combined by conventional curve fitting techniques to approximate the desired response profiles, however, the multiple filter components can be cumbersome to assemble and are subject to both fabrication and assembly errors.
Co-assigned U.S. Pat. No. 5,841,583 to Bhagavatula entitled �Multi-path Interference Filter� discloses examples of interference filters with spatially separated beam portions. Complex response profiles can be supported by the multi-path filters, but fitting the filters' performances to desired response profiles is more difficult.
SUMMARY OF THE INVENTION The present invention is directed to optical interference filters and filtering methods. It promotes a simplified design of optical interference filters for approximating a wide range of spectral responses. The filters include a series of harmonically related elements that can be combined to produce more complex periodic spectral responses. The harmonically related elements correspond to beam divisions distinguished by phase angles and optical power.
Many desired spectral response functions can be approximated by a series of harmonic functions (such as a Fourier series), and such a representation can be directly related to the physical design of an interference filter. According to an embodiment of the invention, the filter divides a beam of light into beam portions that traverse different optical paths lengths and that subsequently interfere with each other. Optical energy of the beam is apportioned between the beam portions in accordance with relative magnitudes of the series of harmonic functions, and the different optical path lengths are equated to periods of the harmonic functions.
In a preferred aspect of the invention, the filter has an array format composed of a series of individual waveguides, but other formats for dividing beams either spatially or temporally can also be directly related to such harmonic series. A Fourier series analysis of the desired response function, for example, can be converted directly into the physical characteristics of the filter array required to achieve the Fourier series approximation. The coefficients of the Fourier series convert directly into divisions of optical power among the waveguides, which can be accomplished by adjusting the position or the relative size of the waveguides in the beam field. The phase angle terms of the Fourier series representing integer multiples of a fundamental frequency convert directly into relative differences in the optical path lengths of the waveguides, which can be accomplished by adjusting the physical path lengths or the propagation constants of the waveguides.
In another embodiment, an interference filtering system provides a desired spectral response through beam division and apportionment and subsequent selective interference.
A further embodiment describes a phased-array interference filter for modifying the spectral characteristics of a multi-wavelength light beam, and includes a waveguide array having a plurality of optical waveguides with different optical path lengths, at least one optical coupler connecting the waveguide array to input and output waveguides wherein the waveguides of the array are sized and positioned in relation to each other for conveying unequal portions of the total optical power of the beam, and further wherein the waveguides of the array have optical path lengths that differ from one another by a multiple of a given optical path length difference.
Another embodiment of the invention describes a method of designing an optical interference filter to approximate a desired spectral response. An aspect of this embodiment involves representing the desired spectral response by a series of harmonic functions, converting magnitudes of the harmonic functions into apportionments of power among optical pathways through the filter, and converting periods of the harmonic functions into optical path length differences among the optical pathways.
BRIEF DESCRIPTION OF THE DRAWINGS FIG. 1 is a graph comparing a Fourier series approximation to a desired spectral response;
FIG. 2 is a graph illustrating the harmonic content of the Fourier series approximation;
FIG. 3 is a schematic representation of a planar array filter according to an embodiment of the invention having physical characteristics that can be directly related to terms of a Fourier series approximating a desired spectral response; and
FIG. 4 is a schematic representation of a coaxial filter according to another embodiment of the invention similarly related to a Fourier series approximation.
DETAILED DESCRIPTION OF A PREFERRED EMBODIMENT FIG. 1 shows a desired spectral response curve 1. This curve is approximated by a plot 12 of a Fourier series, which can take the following form: F  ( λ ) = a 0 + ∑ k = 1 ∞  a k  exp  [ j   k   ωλ ] where �F(λ)� is a function of beam power attenuation over a domain of wavelengths �λ�, �a0 and ak� are the Fourier expansion coefficients, �j� is an imaginary number �−1�, �k� is an integer that distinguishes the series terms, and �ω� is equal to an expression 2π/T with �T� as the overall period of the function. The curve 12 covers one entire period.
FIG. 2 shows a series of curves 14 a-14 f which depict the harmonic content of the Fourier series approximation 12 of FIG. 1. Each of the series terms contributes a simple harmonic function plotted as individual curves 14 a-14 f, which combine to produce the series approximation 12. Those of skill in this art are well aware of the curve-fitting possibilities of such Fourier series and can readily fit them where appropriate to many other spectral response curves (e.g., those satisfying Dirichlet conditions).
I have found a remarkable correspondence between such Fourier series representations of spectral response curves and the physical attributes of interference filters. The correspondence can be readily demonstrated with reference to FIG. 3 by a new planar filter array 20. The filter array 20 is symmetric with respect to a vertical line (not shown) centered between components 26 and 28, and includes an input waveguide 22, an output waveguide 24, and two end-by-end optical couplers 26 and 28 connecting the input and output waveguides 22 and 24 to opposite ends of array waveguides 30. Phase adjusting regions 32 and 36 of the array waveguides 30 compensate for any inadvertent phase shifting between the array waveguides 30 caused by the couplings 26 and 28, and a phase shifting region 34 of the array waveguides 30 provides intentional phase shifting between the waveguides 30 in accordance with a predetermined multiple of an optical path length difference. Such a filter 20 can be manufactured similar to conventional phased arrays used for purposes of multiplexing and demultiplexing.
A field �Fout� exiting the filter array 20 can be described by a product of four matrices �M1, M2, M3, M4�. The matrix �M1� describes an input field, the matrix �M2� describes a field exiting the coupler 26 and the first phase adjusting region 32, the matrix �M3� describes a field exiting a phase shifting region 34 and a second phase adjusting region 36, and matrix �M4� describes a field exiting the coupler 28. The matrices are expressed as follows: M1 =  1 0 0 0 0  M2 =  0 j  α 0  j  α 1 j  α 2 j  α n j  α 0 j  α n 0  M3 =  0 exp  [ j   Φ 0 ] 0 0 0 exp  [ j   Φ 1 ] exp  [ j   Φ 2 ] exp  [ j   Φ n ]  where �Φm� is equal to the expression �φ0+m j β Δz�; and
M4=M2 Fout=M4�M3�M2�M1 Only the first element of this matrix multiplication is non-zero. The expanded expression is given by:
Fout=−α0exp[jφ0]−α1exp[jφ0+jβΔZ]−β2exp[jφ0+2jβΔZ] . . . −βnexp[jφ0+njβΔZ] Setting the term �φ0� equal to zero, which corresponds to an arbitrary phase shift across all of the waveguides of the array 30, the expression for �Fout� can be rewritten as follows: F out = α 0 + ∑ m = 1 n  α m  exp  [ m   j   β   Δ   z ] The simplified expression for �Fout� clearly matches the form of a Fourier series expression such as written above for the spectral response function �F(λ)�. The Fourier expansion coefficients �α0 and αm�, which replace the coefficients �a0 and ak�, correspond to normalized amounts of optical power conveyed by each of the array waveguides 30, which are numbered from �m=0� to �m=n�. The size of the matrices is set equal to the integer �n�, which also corresponds to the total number of array waveguides 30. The integer �m�, which replaces the integer �k�, distinguishes the series terms as well as the array waveguides 30. Although only a limited number �n� of array waveguides 30 is depicted in FIG. 3, a symmetric distribution of array waveguides 30 is preferably provided on an opposite side of a longitudinal axis 39, and more or less waveguides �n� can be used where appropriate to approximate the desired filter function.
The expression �β Δz� replaces the expression �ωλ�. �β� corresponds to the propagation constant of the array waveguides 30, and �Δz� corresponds to an incremental difference in physical path length between adjacent waveguides of the array 30.Together, the expression �β Δz� dictates the optical path distance modification between the waveguides.
The normalized power of each waveguide given by the expansion coefficients �α0-αn� can be controlled by adjusting an opening size �Sm� of each waveguide corresponding to a percentage of the transmitted beam field or by adjusting the position of each waveguide within the beam field, assuming the field has a variable intensity profile. The optical path distance modification �β Δz� is preferably carried out by adjusting the physical path length difference �Δz� between the array waveguides. However, the propagation constant �β� could also be varied to produce similar results, such as by incrementally varying the waveguide widths �Wm� or their refractive index.
Instead of arranging the harmonic components of my new filter in a planar array as shown in FIG. 3, a similarly performing filter can be formed with corresponding harmonic components arranged in a co-axial filter array 40 as shown in FIG. 4. Tapered input and output couplers 42 and 44 connect an array of co-axial waveguide rings 46 to the ends of single mode fibers 48 and 50. The number of waveguide rings 46, the normalized power in each of the rings �α0-αn�, and the optical path length modification between rings �β Δz� are all dictated by the Fourier series �Fout�, whose terms are equated to the Fourier series �F(λ)� approximating a desired spectral response for the coaxial filter array 40.
Many other interference filter designs can benefit from this invention regardless of whether the filtered signal is separated spatially or temporally along optical pathways distinguished by incremental optical path length differences. However, the filters must permit control over the division of power among the different pathways to satisfy the Fourier expansion coefficients. Several more examples of such filters are disclosed in U.S. Pat. No. 5,841,583 to Bhagavatula, the disclosure of which is hereby incorporated by reference. These include examples in which different portions of a collimated beam are interrupted by optical path length modifiers (such as axially offset reflectors or spacers with different refractive indices). The relative size and positioning of the modifiers can be adjusted to control the division of power among the different beam portions. Another example includes a stack of partially reflective surfaces. Layer widths and refractive index differences can be adjusted to control both the optical path length variation between layers and the relative amounts of power reflected by each layer.
The phase delay characteristics of these filters also support their use for performing dispersion compensation. A desired spectral response (i.e., transfer function) can be specified for purposes of dispersion compensation. An example is given in a paper by Takeshi Ozeki entitled �Optical equalizers�, published in Optics Letters, Mar. 1, 1992, Vol. 17, No. 5, which is hereby incorporated by reference. A Fourier series approximation can be made of the suggested transfer function and related as explained above to the physical characteristics of the filter.
Patent CitationsCited PatentFiling datePublication dateApplicantTitleUS5926298Aug 30, 1996Jul 20, 1999Lucent Technologies Inc.Optical multiplexer/demultiplexer having a broadcast portUS5930441 *Aug 30, 1995Jul 27, 1999Phontonic Technologies Pty LtdSplit-beam Fourier filterUS6094513Nov 12, 1998Jul 25, 2000France TelecomDemultiplexer with a square spectral responseUS6137939 *Oct 1, 1997Oct 24, 2000Lucent Technologies Inc.Method and apparatus for reducing temperature-related spectrum shifts in optical devicesUS6141467 *Mar 18, 1998Oct 31, 2000Lucent Technologies Inc.Wavelength-division-multiplexing programmable add/drop using interleave-chirped waveguide grating routerUS6144783 *Jul 30, 1997Nov 7, 2000Nortel Networks CorporationOptical multiplexter/demultiplexerEP0724173A1Dec 11, 1995Jul 31, 1996AT&T Corp.Monlithic optical waveguide filters based on Fourier expansion* Cited by examinerNon-Patent CitationsReference1"Synthesis of Coherent Two-port Lattice-form Optical Delay-line Circuit", K. Jinguji and M. Kawachi, Journal of Lightwave Technology, vol. 13, No. 1, Jan. 1995, pp. 73-78.2K. Okamoto et al., "Arrayed-Waveguide Grating Multiplexer With Flat Spectral Response", Optics Letters vol. 20, No. 1, Jan. 1. 1995, pp. 43-45.Referenced byCiting PatentFiling datePublication dateApplicantTitleUS6757454 *Feb 9, 2001Jun 29, 2004Nippon Telegraph And Telephone CorporationPolarization desensitized optical waveguide interferometer* Cited by examinerClassifications U.S. Classification385/50International ClassificationG02B5/28, G02B6/34, G02B6/12Cooperative ClassificationG02B6/29394, G02B6/12011, G02B6/29361European ClassificationG02B6/12M2A, G02B6/293I12, G02B6/293W8CLegal EventsDateCodeEventDescriptionDec 20, 2005FPExpired due to failure to pay maintenance feeEffective date: 20051023Oct 24, 2005LAPSLapse for failure to pay maintenance feesMay 12, 2005REMIMaintenance fee reminder mailedJul 28, 1999ASAssignmentOwner name: CORNING INCORPORATED, NEW YORKFree format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:NOLAN, DANIEL A.;REEL/FRAME:010134/0552Effective date: 19990727RotateOriginal ImageGoogle Home - Sitemap - USPTO Bulk Downloads - Privacy Policy - Terms of Service - About Google Patents - Send FeedbackData provided by IFI CLAIMS Patent Services©2012 Google

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4. MARKET CALLS CASH ST ND SCRIPS ACTION LEVEL 1 TARGET 2 TARGET STOP LOSS JAIN IRRIGATION BUY 74.40 75.00 75.70 73.70 APTECH SELL 67.60 67.00 66.30 38.30 FUTURE ST ND SCRIPS ACTION LEVEL 1 TARGET 2 TARGET STOP LOSS. JP ASSOCIATE BUY 103.90 104.40 105.10 103.40 BHARTI AIRTEL SELL 325.00 323.00 320.00 328.00 Disclaimer The information and views in this report, our website & all the service we provide are believed to be reliable, but we do not accept any responsibility (or liability) for errors of fact or opinion. Users have the right to choose the product/s that suits them the most. Sincere efforts have been made to present the right investment perspective. The information contained herein is based on analysis and up on sources that we consider reliable. This material is for personal information and based upon it & takes no responsibility The information given herein should be treated as only factor, while making investment decision. The report does not provide individually tailor-made investment advice. Epic research recommends that investors independently evaluate particular investments and strategies, and encourages investors to seek the advice of a financial adviser. Epic research shall not be responsible for any transaction conducted based on the information given in this report, which is in violation of rules and regulations of NSE and BSE. The share price projections shown are not necessarily indicative of future price performance. The information herein, togethe r with all estimates and forecasts, can change without notice. Analyst or any person related to epic research might be holding positions in the stocks recommended. It is understood that anyone who is browsing through the site has done so at his free will and does not read any views expressed as a recommendation for which either the site or its owners or anyone can be held responsible for . Any surfing and reading of the information is the acceptance of this disclaimer. All Rights Reserved. Investment in equity & bullion market has its own risks. We, however, do not vouch for the accuracy or the completeness thereof. we are not responsible for any loss incurred whatsoev er for any financial profits or loss which may arise from the recommendations above epic research does not purport to be an invitation or an offer to buy or sell any financial instrument. Our Clients (Paid Or Unpaid), Any third party or anyone else have no rights to forward or share our calls or SMS or Report or Any Information Provided by us to/with anyone which is received directly or indirectly by them. If found so then Serious Legal Actions can be taken.

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(888) 236-8862	New York, NY, 10012, United States9 miles from Palisades Park
SENTIENT Furniture is a New York City based furniture and objects design and fabrication company. All SENTIENT furniture and objects are conceived, designed and manufactured in... Read More Plexi-Craft
Long Island City, NY, ,, United States8 miles from Palisades Park
Hand-picked recommendations of the best product designs from Plexi-Craft. Hundreds of products curated by leading home design bloggers. Read More RockPaperRobot
(347) 762-6848	Brooklyn, NY, 11205, United States11 miles from Palisades Park
As designers and engineers we fuse art and technology... Read More List your business here for free - Learn More 1920212223242526272829Next Page Home Accessories near Palisades Park

value: This website is an American website, online community and software for architecture; interior design and decorating; landscape design and home improvement. It was founded in 2009 and is based in Palo Alto, California.


text:
Andrew L Olson - Semantic Scholar
Andrew L Olson
John Cavanagh13
Mark A Strauch12
Michael A. Freitas11
Benjamin G Bobay10
Richele J Thompson9
10John Cavanagh
8Richele J. Thompson
7Daniel S. Sem
6Benjamin G Bobay
6Christian Melander
Identification of BfmR, a response regulator involved in biofilm development, as a target for a 2-Aminoimidazole-based antibiofilm agent.
Richele J. Thompson, Benjamin G Bobay, +6 authors John Cavanagh
2-Aminoimidazoles (2AIs) have been documented to disrupt bacterial protection mechanisms, including biofilm formation and genetically encoded antibiotic resistance traits. Using Acinetobacter… (More)
A DNA mimic: the structure and mechanism of action for the anti-repressor protein AbbA.
Ashley T Tucker, Benjamin G Bobay, +7 authors John Cavanagh
Bacteria respond to adverse environmental conditions by switching on the expression of large numbers of genes that enable them to adapt to unfavorable circumstances. In Bacillus subtilis, many… (More)
Chemical crosslinking and LC/MS analysis to determine protein domain orientation: application to AbrB.
Andrew L Olson, Fan Yu Liu, Ashley T Tucker, Michael B. Goshe, John Cavanagh
To fully understand the modes of action of multi-protein complexes, it is essential to determine their overall global architecture and the specific relationships between domains and subunits. The… (More)
Solution structures of Mycobacterium tuberculosis thioredoxin C and models of intact thioredoxin system suggest new approaches to inhibitor and drug design.
Andrew L Olson, Terrence S. Neumann, Sheng Cai, Daniel S. Sem
Here, we report the NMR solution structures of Mycobacterium tuberculosis (M. tuberculosis) thioredoxin C in both oxidized and reduced states, with discussion of structural changes that occur in… (More)
Chemical shift assignments and secondary structure prediction of the master biofilm regulator, SinR, from Bacillus subtilis.
Sean D. Stowe, Andrew L Olson, Richard Losick, John Cavanagh
Bacillus subtilis is a soil-dwelling Gram-positive bacterial species that has been extensively studied as a model of biofilm formation and stress-induced cellular differentiation. The tetrameric… (More)
The Structure of the Biofilm-controlling Response Regulator BfmR from Acinetobacter baumannii Reveals Details of Its DNA-binding Mechanism.
G Logan Draughn, Morgan E Milton, +7 authors John Cavanagh
The rise of drug-resistant bacterial infections coupled with decreasing antibiotic efficacy poses a significant challenge to global health care. Acinetobacter baumannii is an insidious, emerging… (More)
Substrate induced structural and dynamics changes in human phosphomevalonate kinase and implications for mechanism.
Andrew L Olson, Huili Yao, +5 authors Daniel S. Sem
Phosphomevalonate kinase (PMK) catalyzes an essential step in the mevalonate pathway, which is the only pathway for synthesis of isoprenoids and steroids in humans. PMK catalyzes transfer of the… (More)
Structure and DNA-binding traits of the transition state regulator AbrB.
Andrew L Olson, Ashley T Tucker, +4 authors John Cavanagh
The AbrB protein from Bacillus subtilis is a DNA-binding global regulator controlling the onset of a vast array of protective functions under stressful conditions. Such functions include biofilm… (More)
Chemical shift assignments and secondary structure prediction of the C-terminal domain of the response regulator BfmR from Acinetobacter baumannii.
Andrew L Olson, Richele J. Thompson, Christian Melander, John Cavanagh
Acinetobacter baumannii is a Gram-negative pathogen responsible for severe nocosomial infections by forming biofilms in healthcare environments. The two-domain response regulator BfmR has been shown… (More)
¹H, ¹³C, and ¹⁵N resonance assignments and secondary structure prediction of the full-length transition state regulator AbrB from Bacillus anthracis.
Andrew L Olson, Benjamin G Bobay, Christian Melander, John Cavanagh
The AbrB protein is a transcription factor that regulates the expression of numerous essential genes during the cells transition phase state. AbrB from Bacillus anthracis is, nototriously, the… (More)

value: This website is an artificial-intelligence backed search engine for academic publications developed at the Allen Institute for AI and publicly released in November 2015. It uses advances in natural language processing to provide summaries for scholarly papers.


text:
Guest House Tábua Tabua حجز رخيص فوري مع اجودا دعم عملاء
Bed was too firm.
João من البرتغال
Good location. Clean and comfortable in a private home.
very relaxing if you want a nice peacefull break its great”
Ws were right by the facilities the guest house was realy nice had everything we wanted
You need a car to get anywhere the language is a big problem
عقارات في Tabua

value: This website is a Singaporean online travel agency and metasearch engine for hotels, vacation rentals, flights, and airport transfer. It is owned by Agoda Company Pte.


text:
Cat Chaser by Abel Ferrara |Abel Ferrara, Peter Weller, Kelly McGillis, Charles Durning | 12236145813 | DVD | Barnes & Noble® B&N's Biggest Books Books by Author Book Awards Books by Series Collectible Editions Coming Soon Coupons & Deals New Releases NY Times Bestsellers The Paperback Store Signed Books
Director: Abel Ferrara Cast: Peter Weller, Kelly McGillis, Charles DurningAbel Ferrara,
Peter Weller George Moran
Kelly McGillis Mary DeBoya
Charles Durning Jiggs Scully
Frederic Forrest Nolan Tyner
Tomas Milian Andres DeBoya
Anthony Correa Ralph, the bodyguard
Juan Fernandez Rafi
Phil Leeds Jerry Shea
Tony Bolano Corky
Adrianne Sachs Anita DeBoya
Robert Escobar Mario Prado
Vivian Addison Lula the Maid
James Borrelli Screenwriter
1. Main Title/That Dream [2:26]
2. Courteous to Strangers [6:53]
3. Knocking on People's Doors [5:07]
4. Nothing for Sale [3:35]
5. The Cat Chaser's Ad [4:11]
6. "Just to See You" [3:58]
7. Divorce for the Right Reasons [3:05]
8. Finding Luci Palma [3:23]
9. A Lot of Make-Believe [3:09]
10. The Third Degree [3:46]
11. Scully's Business Proposal [4:13]
12. Two Conversations About Money [3:58]
13. A Settlement Option [4:04]
14. The Art of Questioning [2:39]
15. George Ain't In [4:16]
16. Party at DeBoya's [3:31]
17. "Sign It" [2:52]
18. "We're All Animals" [2:27]
19. Bomb Alert [2:47]
20. Two Lives for Two Suitcases [6:06]
21. Who's Afraid of Jiggs Scully? [8:28]

value: This website is an American bookseller. It is a Fortune 1000 company and the bookseller with the largest number of retail outlets in the United States.


text:
BBB Business Profile | OIM Ventures LLC
Home > District of Columbia > Washington > Direct Mail Advertising > OIM Ventures LLC
OIM Ventures LLC
(202) 243-0567
Mr. Brent S., Company Contact

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text:
Royal Family Bible - AbeBooks
Royal Family Bible
Title: royal family bible
Collectible Holy Bible - 1968 Red Letter Edition Kj Version, Master Reference Bible, Family and Library Reference Edition By Royal Publishing
Published by Royal Publishers, Inc.
About this Item: Royal Publishers, Inc. Hardcover. Condition: Fair. B005G8J3KE Tear on cover. Meets the acceptable condition guidelines. Has wear. Five star seller - Buy with confidence!. Seller Inventory # ZB005G8J3KEZ4
About this Item: ReInk Books, 2018. Softcover. Condition: NEW. Reprinted from 1939 edition. NO changes have been made to the original text. This is NOT a retyped or an ocr'd reprint. Illustrations, Index, if any, are included in black and white. Each page is checked manually before printing. As this reprint is from very old book, there could be some missing or flawed pages, but we always try to make the book as complete as possible. Fold-outs, if any, are not part of the book. If the original book was published in multiple volumes then this reprint is of only one volume, not the whole set. This paperback book is SEWN, where the book block is actually sewn (smythe sewn/section sewn) with thread before binding which results in a more durable type of paperback binding. It can also be open wide. The pages will not fall out and will be around for a lot longer than normal paperbacks. This print on demand book is printed on high quality acid-free paper. Seller Inventory # 151658609
About this Item: Royal Publishers, Inc. Hardcover. Condition: Good. A copy that has been read, but remains in clean condition. All pages are intact, and the cover is intact. The spine may show signs of wear. Pages can include limited notes and highlighting, and the copy can include previous owner inscriptions. At ThriftBooks, our motto is: Read More, Spend Less. Seller Inventory # GB005G8J3KEI3N00
Blood Royal: The Bible's Secrets: The True Face of Religion and Its Horrors, and the Holy Family's War Against It (Paperback or Softback)
Ottaway, MR Toby
Published by Penfolk Publishing 4/1/2014 (2014)
ISBN 10: 1875894918 ISBN 13: 9781875894918
About this Item: Penfolk Publishing 4/1/2014, 2014. Paperback or Softback. Condition: New. Blood Royal: The Bible's Secrets: The True Face of Religion and Its Horrors, and the Holy Family's War Against It. Book. Seller Inventory # BBS-9781875894918
Published by Penfolk Publishing (2014)
About this Item: Penfolk Publishing, 2014. PAP. Condition: New. New Book. Shipped from US within 10 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781875894918
Blood Royal: The Bible s Secrets: The True Face of Religion and Its Horrors, and the Holy Family s War Against It (Paperback)
MR Toby Ottaway
Published by Penfolk Publishing, United States (2014)
About this Item: Penfolk Publishing, United States, 2014. Paperback. Condition: New. Language: English . Brand New Book ***** Print on Demand *****. Blood Royal, the Bible s Secrets reveals the seemingly impossible truth of religion and the Holy Family in the New Testament, in a world first not previously comprehended. The secrets contained within will astonish and shock you; the discovery is so inconceivable that it may result in a shaking of the foundations of the Vatican itself! Mr Ottaway has discovered that the Holy Family had been the ruling class of Palestine, Iudaea, Galilee, Israel, Syria and north of Syria-the Roman ally kings known as the Herods. In that family, however, lay even deeper secrets that pursued the man known as Jesus Christ and the woman known as Magdalene. Their true identities and roles bring about a total revision of history. No book has revealed the truth of religion, and the Holy Family, with such astonishing courage, told with understanding and compassion, as never before. Seller Inventory # APC9781875894918
The Royal Ancestry Bible. Royal Ancestors of 300 Colonial American Families. Condensed Edition with Mormon Pioneer Supplement
Published by Michel L. Call (2006)
ISBN 10: 1427602441 ISBN 13: 9781427602442
About this Item: Michel L. Call, 2006. Condition: Good. Light shelving wear with minimal damage to cover and bindings. Pages show minor use. Seller Inventory # G1427602441I3N00
About this Item: Penfolk Publishing, 2014. PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # IQ-9781875894918
Ottaway, Toby
Published by PenFolk Publishing
About this Item: PenFolk Publishing. PAPERBACK. Condition: New. 1875894918 Special order direct from the distributor. Seller Inventory # ING9781875894918
Toby Ottaway
About this Item: PenFolk Publishing, 2014. Condition: New. book. Seller Inventory # M1875894918
The Royal Family Bible Containing the Old and New Testament According to the Authorised Version, and an Essay on the History of the Bible by the Rev John Stoughton .
Stoughton, Rev John.
Published by The London Printing and Publishing Company Ltd., London
About this Item: The London Printing and Publishing Company Ltd., London. Full Leather. Condition: Good. Some cracking to top half of front hinge but still well bound. Interior in very nice clean condition with just some minor age staining to end pages - virtually no foxing to the 26 plates and 3 maps except to borders of first few. No names or inscriptions. All edges gilt. Gilt tooling to cover, Patterned end papers. Large and Overweight book - Weighs 4 Kg, additional P&P may apply, please ask bookseller for a quote before ordering. Size: 12 x 10 Inch. Seller Inventory # lg452
THE ROYAL FAMILY BIBLE: CONTAINING THE OLD AND NEW TESTAMENTS, ACCORDING TO THE AUTHORISED VERSION: WITH MARIGINAL READINGS; EXPLANATORY NOTES, INTRODUCTIONS TO EACH OF THE SACRED BOOKS; AND AN ESSAY ON THE HISTORY OF THE BIBLE, BY THE REV. JOHN STAUGHTON.
Rev. John Staughton].
About this Item: 1860. No date, circa The London Printing and Publishing Company Ltd., large 4to, pp(ii) + x +700 +(ii) + 244, black and white steel engraved plates and maps, full wavy grain morocco ornately gilt, all edges gilt. Binding slightly rubbed and spine slightly faded, otherwise very good. Seller Inventory # 00715
The Royal Universal Family Bible or a Complete Library of Divine Knowledge Containing the Sacred Text of the Old and New TestamentsVol I
Herries, John
Published by Fielding Walker, London (1780)
About this Item: Fielding Walker, London, 1780. hardcover. Condition: Good-. First. Folio. boards detached dedicated to George 3rd plates dedicated to various religious alumniu. Seller Inventory # 500007968
The Royal Universal Family Bible ; or a Complete Library of Divine Knowledge : Containing the Sacred Text of the Old and New Testaments, with the Apocrypha at Large
Rev.John Herries A.M. et al ; Engraved by : J. Collyer, William Blake etc
Published by Printed for Fielding & Walker (1780)
About this Item: Printed for Fielding & Walker, 1780. Hardcover. Condition: Good. London : Printed for Fielding & Walker, 1870. Large folio sized volume, in full calf binding. Pronounced wear to the boards with rubbing to the extremities & significant loss of material. Backstrip absent; thus joints weakened. Prelims & rubricated title-page detached. Illustrated throughout with beautiful engravings. Ownership inscriptions (births & deaths) to the preliminary blanks. Printed in double column format, with tipped in engravings. A heavy item, with postage costs to reflect this. DISPATCHED FROM THE UK WITHIN 24 HOURS ( BOOKS ORDERED OVER THE WEEKEND DISPATCHED ON MONDAY) BY ROYAL MAIL. ALL OVERSEAS ORDERS SENT BY AIR MAIL. Seller Inventory # mon0000517488
About this Item: PenFolk Publishing, 2014. Paperback. Condition: New. Ships with Tracking Number! INTERNATIONAL WORLDWIDE Shipping available. Buy with confidence, excellent customer service!. Seller Inventory # 1875894918n
The Royal Family Bible: Containing the Old and New Testaments
Published by The London Printing & Publishing Co Ltd, London & New York
About this Item: The London Printing & Publishing Co Ltd, London & New York. HB. Condition: Good. Undated, large-format Bible, c.1860. In full leather binding with beveled boards and dulled gilt titles and decor. 5 raised bands to spine. All edges gilt. Marbled endpapers. Some old repairs to hinges. Some faint, minor foxing throughout and the odd mark. 'The Family Register' unfilled but with minor tear. All plates and maps present and good. 244pp. (25 x 32cm) ***Heavy - Please contact bookseller directly for revised P&P costs***. Seller Inventory # 39669
The Royal Universal Family Bible; or, a Complete Library of Divine Knowledge: Containing the Sacred Text of the Old and New Testaments with the Apocrpha at Large illustrated with notes, critical, historical, theological, and practical Volumes I & II bound together
Herries, Rev John and others Dodd, Cook, Walker & Angus et al
Published by , published by Fielding & Walker, London (1780)
About this Item: , published by Fielding & Walker, London, 1780. volume I frontispiece, title page with red printing, 6 introductory, 632 pp with 46 plates including 5 maps and a plan, Volume II titlle page, 494 pp with 33 plates, indices etc. First Edition , leather much worn with scuffs & cracks, some loss at spine ends & coners, suerficial flaking has cuased some loss of gilt, hinges are worn with endpapers missing, inscriptions verso frontis, frontis & final page show wear & tears, a little wear to page corners, some spotting, solid copy in good condition , full brown calf, giit title & decorations to spine Folio Hardback ISBN: Seller Inventory # 46436
The Royal family Bible containing the old and new testaments.
Published by The London printing and publishing Company, sd, London and New York,
About this Item: The London printing and publishing Company, sd, London and New York, In 4° grande, pagg. VII, 698, (1); 243 con doppio frontespizio inciso su acciaio e complessive 29 tavole incise; testo riquadrato. Bella ed elegante legatura in piena pelle, ricchi fregi dorati e a secco ai piatti, titoli oro su tassello al dorso che presenta ricche decorazioni; tagli dorati. Edizione "according to the authorised version, with marginal readings, explanatory notes, introductions to each of the sacred books . And the essay of the history of the Bible, by the Rev. John Stoughton". Ottimo esemplare. Seller Inventory # 22955

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text:
Investing in Eyeglasses for Poor Would Boost International Economy - The New York Times
Health|Vision: Investing in Eyeglasses in Poor Nations Would Boost International Economy
https://nyti.ms/V2Dm4x
Vision: Investing in Eyeglasses in Poor Nations Would Boost International Economy
By DONALD G. McNEIL Jr. NOV. 26, 2012
Eliminating the worldwide shortage of eyeglasses could cost up to $28 billion, but would add more than $200 billion to the global economy, according to a study published last month in the Bulletin of the World Health Organization.
The $28 billion would cover the cost of training 65,000 optometrists and equipping clinics where they could prescribe eyeglasses, which can now be mass-produced for as little as $2 a pair. The study was done by scientists from Australia and the Johns Hopkins Bloomberg School of Public Health.
The authors assumed that 703 million people worldwide have uncorrected nearsightedness or farsightedness severe enough to impair their work, and that 80 percent of them could be helped with off-the-rack glasses, which would need to be replaced every five years.
The biggest productivity savings from better vision would not be in very poor regions like Africa but in moderately poor countries where more people have factory jobs or trades like driving or running a sewing machine.
Without the equivalent of reading glasses, “lots of skilled crafts become very difficult after age 40 or 45,” said Kevin Frick, a Johns Hopkins health policy economist and study co-author. “You don’t want to be swinging a hammer if you can’t see the nail.”
If millions of schoolchildren who need glasses got them, the return on investment could be even greater, he said, but that would be in the future and was not calculated in this study.
A version of this article appears in print on November 27, 2012, on Page D6 of the New York edition with the headline: Vision: Investing in Eyeglasses in Poor Nations Would Boost International Economy. Order Reprints| Today's Paper|Subscribe

value: This website is an American daily newspaper based in New York City with a worldwide readership. Founded in 1851, the Times has since won 132 Pulitzer Prizes, the most of any newspaper, and has long been regarded within the industry as a national "newspaper of record".


text:
katapiller comments on "Law enforcement officers walk along Main Street in Herkimer, N.Y., while searching for a suspect in two shootings"jump to contentmy subredditsannouncementsArtAskRedditaskscienceawwblogbookscreepydataisbeautifulDIYDocumentariesEarthPornexplainlikeimfiveFitnessfoodfunnyFuturologygadgetsgamingGetMotivatedgifshistoryIAmAInternetIsBeautifulJokesLifeProTipslistentothismildlyinterestingmoviesMusicnewsnosleepnottheonionOldSchoolCoolpersonalfinancephilosophyphotoshopbattlespicsscienceShowerthoughtsspacesportstelevisiontifutodayilearnedTwoXChromosomesUpliftingNewsvideosworldnewsWritingPromptsedit subscriptionsfront-all-random | Fitness-EarthPorn-Futurology-creepy-GetMotivated-gaming-space-nosleep-gadgets-news-mildlyinteresting-history-television-movies-LifeProTips-tifu-listentothis-philosophy-WritingPrompts-OldSchoolCool-personalfinance-photoshopbattles-videos-todayilearned-Jokes-worldnews-pics-funny-Art-food-AskReddit-IAmA-InternetIsBeautiful-nottheonion-DIY-dataisbeautiful-Music-askscience-aww-explainlikeimfive-science-books-gifs-UpliftingNews-Showerthoughts-TwoXChromosomes-Documentaries-sportsmore » conspiracycommentsrelatedother discussions (3)want to join? login or register in seconds|Englishlimit my search to /r/conspiracyuse the following search parameters to narrow your results:subreddit:subredditfind submissions in "subreddit"author:usernamefind submissions by "username"site:example.comfind submissions from "example.com"url:textsearch for "text" in urlselftext:textsearch for "text" in self post contentsself:yes (or self:no)include (or exclude) self postsnsfw:yes (or nsfw:no)include (or exclude) results marked as NSFWe.g. subreddit:aww site:imgur.com dogsee the search faq for details.advanced search: by author, subreddit...this post was submitted on 16 Mar 201364 points (90% upvoted)shortlink: remember mereset passwordloginSubmit a new linkSubmit a new text postconspiracysubscribeunsubscribe261,087 readers235 users here nowDr. Shigeru Mita: Tokyo Contaminated by Fukushima Radiation, Not Fit for Habitation
a community for 6 yearsmessage the moderatorsMODERATORSilluminatedwaxSarah_Connormr_donguncensorshipAutoModeratorWeedtasticgo1dfishAssuredlyAThrowAwayaxolotl_peyotlFlytape...and 4 more »636465"Law enforcement officers walk along Main Street in Herkimer, N.Y., while searching for a suspect in two shootings" (msnbcmedia.msn.com)submitted 1 year ago by katapiller15 commentssharecancelsorry, this has been archived and can no longer be voted onloading...sorted by: bestbesttopnewhotcontroversialoldrandomyou are viewing a single comment's thread.view the rest of the comments →[–]katapiller[S] 1 point2 points3 points 1 year ago (0 children)sorry, this has been archived and can no longer be voted onhttp://usnews.nbcnews.com/_news/2013/03/13/17297656-loud-bangs-reported-at-site-of-standoff-with-gunman-suspected-in-4-deaths?lite&ocid=msnhp&pos=3
username:try anotheravailable!account recovery email: (optional)we only send email at your requestpassword:verify password:remember mecreate accountis it really that easy? only one way to find out...loginalready have an account and just want to login?username:password:remember merecover passwordloginclose this windowinterface languageEnglish [en]العربية [ar]Беларуская мова [be]български език [bg]Bosanski [bs]català [ca]česky [cs]dansk [da]Deutsch [de]Ελληνικά [el]English (Australia) [en-au]English (Canadian) [en-ca]English (Great Britain) [en-gb]English [en-us]Esperanto [eo]español [es]español [es-ar]eesti keel [et]Euskara [eu]فارسی [fa]suomi [fi]français [fr]Gàidhlig [gd]עברית [he]मानक हिन्दी [hi]hrvatski [hr]Magyar [hu]Հայերեն լեզու [hy]Bahasa Indonesia [id]íslenska [is] (*)italiano (Italy) [it]日本語 [ja]ಕನ್ನಡ [kn_IN]한국어 [ko]Latin [la]1337 [leet]LOL [lol]lietuvių kalba [lt]latviešu valoda [lv]Nederlands [nl]Nynorsk [nn]Norsk [no]Arrrrrrrr! [pir]polski [pl]português [pt] (*)português [pt-pt]português brasileiro [pt_BR]română [ro]русский [ru]slovenčina [sk]slovenščina [sl]српски језик [sr]Srpski [sr-la]Svenska [sv]தமிழ் [ta]ภาษาไทย [th]Türkçe [tr]українська мова [uk]Tiếng Việt [vi]中文 [zh] (*) incomplete volunteer to translateπ Rendered by PID 1703 on app-36 at 2014-10-25 11:16:24.037229+00:00 running 97727a2 country code: US.

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text: Patent US6696759 - Semiconductor device with diamond-like carbon layer as a polish-stop layer - Google PatentsSearch Images Maps Play YouTube News Gmail Drive More »Sign inPatentsA semiconductor structure includes a diamond-like carbon layer as a polish-stop for patterning a metal level into an inter-level dielectric substrate in a damascene process flow. The semiconductor structure includes a substrate having a dielectric layer followed by the diamond-like carbon layer on a...http://www.google.com/patents/US6696759?utm_source=gb-gplus-sharePatent US6696759 - Semiconductor device with diamond-like carbon layer as a polish-stop layerAdvanced Patent SearchTry the new Google Patents, with machine-classified Google Scholar results, and Japanese and South Korean patents.Publication numberUS6696759 B2Publication typeGrantApplication numberUS 10/021,123Publication dateFeb 24, 2004Filing dateOct 30, 2001Priority dateJun 7, 2000Fee statusLapsedAlso published asUS6348395, US20020048959, WO2001095382A2, WO2001095382A3Publication number021123, 10021123, US 6696759 B2, US 6696759B2, US-B2-6696759, US6696759 B2, US6696759B2InventorsLawrence A. Clevenger, Louis L. C. Hsu, Jeremy K. Stephens, Michael WiseOriginal AssigneeInternational Business Machines Corporation, Infineon Technologies North America Corp.Export CitationBiBTeX, EndNote, RefManPatent Citations (30), Referenced by (7), Classifications (38), Legal Events (7) External Links: USPTO, USPTO Assignment, EspacenetSemiconductor device with diamond-like carbon layer as a polish-stop layer


text: of the "new york times"? it wouldn't have made the obama administration look bad. if the bush administration, like eric nordstrom he would have been on every talk show being interviewed. instead you have to go to power line and national review and jennifer rubin to find out what he had to say. >> jon: do you agree with that? if our diplomats had been killed overseas it would have been leading the news for weeks? >> i think it's a news story and i think it was a news story. the question is, why wasn't it on the front page of certain papers? it's all over the news. in fact it was the lead question at the vice presidential debate. what strikes me is that the media is or are part of a political structure in the midst of a campaign. and the campaign for the romney team is very clear they see a vulnerability on obama's parted on foreign policy. they are using this story in particular and the media has to now decide what is the political attack, what it's at legitimate attack? >> if the obama campaign is trying to minimize the blow back from this, are the media helping them do this? >> duh -- yes, Search Results 0 to 1 of about 2 (some duplicates have been removed)

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text:
House 4 bedrooms very well preserved and located in a residential suburb, with a privileged location in Albufeira, on a dead end street and close to all amenities and 3 parking spaces.
Ground floor: entrance with large lounge, jacuzzi suite, Office or children's room, living room with dining room, a bathroom, fully equipped kitchen, and a balcony 1 floor: 3 apartments, each suite is composed with wardrobe, bathroom, air conditioning and counter. - REF: 695
REF: ADP695
This is a property advertisement provided and maintained by Ideal Homes International, Portugal (reference 98429_ADP695) and does not constitute property particulars. Whilst we require advertisers to act with best practice and provide accurate information, we can only publish advertisements in good faith and have not verified any claims or statements or inspected any of the properties, locations or opportunities promoted. Rightmove does not own or control and is not responsible for the properties, opportunities, website content, products or services provided or promoted by third parties and makes no warranties or representations as to the accuracy, completeness, legality, performance or suitability of any of the foregoing. We therefore accept no liability arising from any reliance made by any reader or person to whom this information is made available to. You must perform your own research and seek independent professional advice before making any decision to purchase or invest in overseas property.

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Darlington County, South Carolina	From FamilySearch Wiki	(Difference between revisions)	Jump to:	navigation	, search	Revision as of 00:46, 15 July 2014 (view source)JohnnyAndrews (Talk | contribs)← Older edit
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− − There are a number of cemeteries and other burial grounds in the county. To view a list, see [[Darlington County, South Carolina Cemeteries]]. There are a number of cemeteries and other burial grounds in the county. To view a list, see [[Darlington County, South Carolina Cemeteries]]. Line 483:
'''Red Hill Cemetery''' Red Hill Cemetery, published in the "Darlington Flag, Spring, 2014, Volume 26, Issue 2, Old Darlington District Chapter, SCGS, P.O. Box 175, Hartsville, SC 29551. '''Red Hill Cemetery''' Red Hill Cemetery, published in the "Darlington Flag, Spring, 2014, Volume 26, Issue 2, Old Darlington District Chapter, SCGS, P.O. Box 175, Hartsville, SC 29551.
+''Darlington District, SC Cemetery Survey, Volume One,'' Compiled by the Members of the Old Darlington District Chapter, S.C.G.S., P.O. Box 175, Hartsville, SC 29551-0175.
+''Darlington District, SC Cemetery Survey, Volume III,'' Compiled by the Members of the Old Darlington District Chapter, S.C.G.S., P.O. Box 175, Hartsville, SC 29551-0175.
+''Darlington District, SC Cemetery Survey, Volume III, Mount Hope Cemetery, Florence, SC,'' Compiled by the Members of the Old Darlington District Chapter, S.C.G.S., P.O. Box 175, Hartsville, SC 29551-0175.
+''Darlington District, SC Cemetery Survey, Volume IV, Cemeteries Located in Present Day Florence County, SC,'' Compiled by the Members of the Old Darlington District Chapter, S.C.G.S., P.O. Box 175, Hartsville, SC 29551-0175.
+''Darlington District, SC Cemetery Survey, Volume V, Florence National Cemetery,'' Compiled by the Members of the Old Darlington District Chapter, S.C.G.S., P.O. Box 175, Hartsville, SC +29551-0175.
+''Darlington District, SC Cemetery Survey, Volume VI, Cemeteries Located in Present Day Florence County, SC and Corrections and Additions to Previous Volumes,'' Compiled by the Members of the Old Darlington District Chapter, S.C.G.S., P.O. Box 175, Hartsville, SC 29551-0175.
Revision as of 00:54, 15 July 2014
County Seat The county seat of Darlington County is Darlington. County Pronunciation Hear it spoken.[3] Record Loss A courthouse fire on 19 March 1806 destroyed most of Darlington County's records with the exception of early probate files; this fire also destroyed the early records of the

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