13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf ·...

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Page 1: 13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf · provides a versatile toolbox for statistical data analysis
Page 2: 13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf · provides a versatile toolbox for statistical data analysis
Page 3: 13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf · provides a versatile toolbox for statistical data analysis
Page 4: 13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf · provides a versatile toolbox for statistical data analysis
Page 5: 13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf · provides a versatile toolbox for statistical data analysis
Page 6: 13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf · provides a versatile toolbox for statistical data analysis
Page 7: 13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf · provides a versatile toolbox for statistical data analysis
Page 8: 13-185A83-HOLZINGER-Deep-Learning-Medical-2017human-centered.ai/.../2016/...HOLZINGER-Deep-Learning-Medical-2017-3x3.pdf · provides a versatile toolbox for statistical data analysis
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Michael Holzinger *, Alan Le Goff and Serge Cosnier · sensors Review Synergetic Effects of Combined Nanomaterials for Biosensing Applications Michael Holzinger *, Alan Le Goff and

Michael Holzinger *, Alan Le Goff and Serge Cosnier · sensors Review Synergetic Effects of Combined Nanomaterials for Biosensing Applications Michael Holzinger *, Alan Le Goff and

Lecture Back to the Future of Data, and Knowledgehuman-centered.ai/wordpress/wp-content/uploads/2015/10/2...2015/10/02  · A. Holzinger 709.049 1/74 Med Informatics L02 Andreas Holzinger

Lecture Back to the Future of Data, and Knowledgehuman-centered.ai/wordpress/wp-content/uploads/2015/10/2...2015/10/02  · A. Holzinger 709.049 1/74 Med Informatics L02 Andreas Holzinger

Health Data Jungle: Fundamentals of Data and Entropyhci-kdd.org/.../M01-185A83-HOLZINGER-DATA-SCIENCE-2017-full-size.pdfHealth Data Jungle: Selected Topics on Fundamentals of Data

Health Data Jungle: Fundamentals of Data and Entropyhci-kdd.org/.../M01-185A83-HOLZINGER-DATA-SCIENCE-2017-full-size.pdfHealth Data Jungle: Selected Topics on Fundamentals of Data

Andreas Holzinger 185.A83 Machine Learning for Health ...human-centered.ai/.../05/06-185A83-DATA-FOR-MACHINE... · Bioinformatics Data Skills: Reproducible and Robust Research with

Andreas Holzinger 185.A83 Machine Learning for Health ...human-centered.ai/.../05/06-185A83-DATA-FOR-MACHINE... · Bioinformatics Data Skills: Reproducible and Robust Research with

Probabilistic Graphical Models 2: From Bayesian Networks ...hci-kdd.org/wordpress/wp-content/uploads/2016/05/6-185A83-GRAP… · Holzinger Group 1 Machine Learning Health 06 185.A83

Probabilistic Graphical Models 2: From Bayesian Networks ...hci-kdd.org/wordpress/wp-content/uploads/2016/05/6-185A83-GRAP… · Holzinger Group 1 Machine Learning Health 06 185.A83

3-LV709049-Structured-Data-Coding-Ontologies-HOLZINGER-2016 · Science is to test crazy ideas — Engineering is to put these ideas into Business ØHCI-KOD* Andreas Holzinger VO 709.049

3-LV709049-Structured-Data-Coding-Ontologies-HOLZINGER-2016 · Science is to test crazy ideas — Engineering is to put these ideas into Business ØHCI-KOD* Andreas Holzinger VO 709.049

9-LV709049-VISUALANALYTICS-Holzinger-2016-slides-fullsize · Keywords Data/lnformation/l

9-LV709049-VISUALANALYTICS-Holzinger-2016-slides-fullsize · Keywords Data/lnformation/l

Lecture 07 - hci-kdd.org€¦ · A. Holzinger 709.049 1/79 Med Informatics L07 Andreas Holzinger VO 709.049 Medical Informatics 25.11.2015 11:15‐12:45 Lecture 07 Knowledge, Decision,

Lecture 07 - hci-kdd.org€¦ · A. Holzinger 709.049 1/79 Med Informatics L07 Andreas Holzinger VO 709.049 Medical Informatics 25.11.2015 11:15‐12:45 Lecture 07 Knowledge, Decision,

8-185A83-HOLZINGER-REINFORCEMENT-LEARNING-2017hci-kdd.org/wordpress/wp-content/uploads/2016/02/8-185A... · 2017-05-09 · Artificial Intelligence, I 1978, 5-24. Rheingold, H. thought:

8-185A83-HOLZINGER-REINFORCEMENT-LEARNING-2017hci-kdd.org/wordpress/wp-content/uploads/2016/02/8-185A... · 2017-05-09 · Artificial Intelligence, I 1978, 5-24. Rheingold, H. thought:

LV 706.046 3SE AK Mensch-Maschine Kommunikation Usability ...user.medunigraz.at/andreas.holzinger/holzinger... · design 11.04.05 IICM andreas.holzinger@meduni-graz.at 16 Usability

LV 706.046 3SE AK Mensch-Maschine Kommunikation Usability ...user.medunigraz.at/andreas.holzinger/holzinger... · design 11.04.05 IICM [email protected] 16 Usability

From Clinical Decision Support to explainable AI (ex-AI)€¦ · Holzinger Group hci-kdd.org 1 Machine Learning Health 08 Andreas Holzinger 185.A83 Machine Learning for Health Informatics

From Clinical Decision Support to explainable AI (ex-AI)€¦ · Holzinger Group hci-kdd.org 1 Machine Learning Health 08 Andreas Holzinger 185.A83 Machine Learning for Health Informatics

A. Holzinger LV 709hci-kdd.org/wordpress/wp-content/uploads/2015/10/1... · A. Holzinger LV 709.049

A. Holzinger LV 709hci-kdd.org/wordpress/wp-content/uploads/2015/10/1... · A. Holzinger LV 709.049

Welcome to the Holzinger Group HCI KDD 2: What are some ...2016/10/02  · Holzinger Group, HCI‐KDD.org 1 Student Seminar, Winter 2016 Andreas Holzinger VO 706.996 W DiplomandInnen

Welcome to the Holzinger Group HCI KDD 2: What are some ...2016/10/02  · Holzinger Group, HCI‐KDD.org 1 Student Seminar, Winter 2016 Andreas Holzinger VO 706.996 W DiplomandInnen

Andreas Holzinger VO 444.152 Medical Informatics Lecture –Version WS Science meets ...genome.tugraz.at/MedicalInformatics/WinterSemester2012Ho... · 2015-01-26 · A. Holzinger

Andreas Holzinger VO 444.152 Medical Informatics Lecture –Version WS Science meets ...genome.tugraz.at/MedicalInformatics/WinterSemester2012Ho... · 2015-01-26 · A. Holzinger

Probabilistic Graphical Models 1: Making under to …...2016/02/02  · Holzinger Group hci‐kdd.org 1 MAKE Health Module 02 Andreas Holzinger 185.A83 Machine Learning for Health

Probabilistic Graphical Models 1: Making under to …...2016/02/02  · Holzinger Group hci‐kdd.org 1 MAKE Health Module 02 Andreas Holzinger 185.A83 Machine Learning for Health

Lecture 06 Multimedia Data Mining and Knowledge Discovery...A. Holzinger 709.049 1/118 Med. Informatics L06 Andreas Holzinger VO 709.049 Medical Informatics 18.11.2015 11:15‐12:45

Lecture 06 Multimedia Data Mining and Knowledge Discovery...A. Holzinger 709.049 1/118 Med. Informatics L06 Andreas Holzinger VO 709.049 Medical Informatics 18.11.2015 11:15‐12:45

02-340300-HOLZINGER-Multi-Agent-Interaction-slides · 01 Intelligent Agents 02 Multi-Agent (Hybrid) Systems Red thread through this lecture -KDD* 9 Ha Holzinger, A. 2014. Trends in

02-340300-HOLZINGER-Multi-Agent-Interaction-slides · 01 Intelligent Agents 02 Multi-Agent (Hybrid) Systems Red thread through this lecture -KDD* 9 Ha Holzinger, A. 2014. Trends in

andreas.holzinger@meduni-graz.at Graz, 5.3user.medunigraz.at/andreas.holzinger/holzinger... · Interdisziplinäre Zusammenführung von Erkenntnissen aus Psychologie und Informatik

[email protected] Graz, 5.3user.medunigraz.at/andreas.holzinger/holzinger... · Interdisziplinäre Zusammenführung von Erkenntnissen aus Psychologie und Informatik

to word embeddings (Word2Vec/GloVe) Tutorial · Holzinger Group 1 Machine Learning Health T2 Andreas Holzinger 185.A83 Machine Learning for Health Informatics 2016S, VU, 2.0 h, 3.0

to word embeddings (Word2Vec/GloVe) Tutorial · Holzinger Group 1 Machine Learning Health T2 Andreas Holzinger 185.A83 Machine Learning for Health Informatics 2016S, VU, 2.0 h, 3.0

Oliver and Holzinger

Oliver and Holzinger