human centred artificial intelligence lab holzinger group holzinger group augment human intelligence artificial intelligence pioneer interactive machine learn explainable ai human center ai lab holzinger group current projects project empaia ecosystem pathology diagnostics ai assistance eu project heap human exposome assessment platform augmentor kandinskypattern swiss knife study explainable ai fwf project reference model explainable ai medical domain eu project featurecloud federated machine learning project makepatho machine learning knowledge extraction digital pathology project tugrovis tumor growth machine learning project graphinius interactive graph research framework project iml interactive machine learning human loop contact open student s python nerd latest news home holzinger group group research tracks projects kandinskypattern swiss knife study explainable ai kandinsky challenge fwf project reference model explainable ai medical domain eu project heap human exposome assessment platform eu project featurecloud federated machine learning project makepatho machine learning knowledge extraction digital pathology project tugrovis tumor growth simulation visualization project graphinius interactive graph research framework project iml interactive machine learning human loop experiment human intelligence artificial intelligence pattern recognition experiment gamification interactive machine learning giml experiment interactive machine learning traveling salesman problem project empaia ecosystem pathology diagnostics ai assistance augmentor publications experts general international expert network relevant conferences relevant journals select progress springer lnai xxai explainable artificial intelligence special issue springer nature bmc medical informatics decision making explainable ai publish springer lnai ai machine learning digital pathology lnai machine learning health informatics lnai hot topics integrative machine learning knowledge extraction imake big data complex networks si machine learning entropy lncs smart health si information processing ipm si bmc bioinformatics pervasive health lncs interactive kdd biomedical informatics upcoming event explainable ai xai past event xxai icml extend explainable ai deep models classifiers explainable ai xai ai ml symposium graz june explainable ai conference session exai ws secure federated machine learning health informatics march cd privacy aware machine learning privacy aware machine learning ws machine learning biomed tugraz jan machine learning health tuw machine learning knowledge discovery interactive kdd interactive kdd interactive kdd interactive kdd interactive kdd hci kdd kick student courses mini course medical ai hcai research seminar class lv machine learning health informatics class lv ak hci xai class seminar xai class past courses lv machine learning health informatics class lv explainable ai causability class mini course decisions practice class lv ak hci intelligent ui explainable ai mini course data science interpretable ai class mini course decisions practice ws lv ak hci intelligent ui explainable ai lv machine learning health informatics class lv biomedical informatics mini course decision lv machine learning health informatics class mini course machine learning knowledge extraction verona lv ak hci intelligent ui challenge lv interactive machine learning iml lv phd seminar welcome students lv selected topics hci intelligent ui lv machine learning health informatics class lv principles interaction iml lv methods explainable ai ex ai class resource hcai research seminar learning machine learning open data set open code open work partners news search menu human center ai lab holzinger group human center ai lab holzinger group follow principle science test crazy idea engineering idea practice dedicate contribute international research community ethical responsible machine learn support human health machine learning human center ai holzinger group work datum drive artificial intelligence ai machine learning ml promote synergistic approach human center ai hcai augment human intelligence machine intelligence focus explainable ai tedx interpretable ml pioneer work interactive ml iml video paper human loop experience application area health beneficial goal enable human expert understand underlie explanatory factor causality ai decision pave way verifiable machine learning ethical responsible ai speak python reach level usable intelligence need learn prior datum extract knowledge generalize fight curse dimensionality disentangle underlie explanatory factor datum understand datum context application domain research statement need international concerted effort expert network education new kind graduate teach statement cross domain approach foster serendipity cross fertilize methodology insight ultimately transfer idea business benefit human conference cd project empaia ecosystem pathology diagnostics ai assistance read andreas holzinger andreas holzinger project empaia ecosystem pathology diagnostics ai assistance eu project heap human exposome assessment platform read andrea holzinger andreas holzinger eu project heap human exposome assessment platform augmentor read andrea holzinger andreas holzinger augmentor kandinskypattern swiss knife study explainable ai read andrea holzinger andreas holzinger kandinskypattern swiss knife study explainable ai fwf project reference model explainable ai medical domain read andrea holzinger andreas holzinger fwf project reference model explainable ai medical domain eu project featurecloud federated machine learning read andrea holzinger andreas holzinger eu project featurecloud federated machine learning project makepatho machine learning knowledge extraction digital pathology read andrea holzinger andreas holzinger project makepatho machine learning knowledge extraction digital pathology project tugrovis tumor growth machine learning read andreas holzinger andreas holzinger project tugrovis tumor growth machine learning project graphinius interactive graph research framework read andrea holzinger andreas holzinger project graphinius interactive graph research framework project iml interactive machine learning human loop read andrea holzinger andreas holzinger project iml interactive machine learning human loop previous assoc andreas holzinger head research unit hci kdd institute medical informatics statistics documentation medical university graz auenbruggerplatz v graz austria phone fax e mail web youtube channel python nerd keyword explainable ai interpretable machine learning projects research seminar hcai research seminar games explainable ai simultaneous neural net synthetizice literate logic program holzinger group right reserve legal information impressum scroll