8-LV709049-DECISION-SUPPORT-SYSTEMS...

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Transcript of 8-LV709049-DECISION-SUPPORT-SYSTEMS...

Page 1: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 2: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 3: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 4: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 5: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 6: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 7: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 8: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 9: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 10: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision
Page 11: 8-LV709049-DECISION-SUPPORT-SYSTEMS …hci-kdd.org/.../8-LV709049-DECISION-SUPPORT-SYSTEMS-Holzinge… · tree model to estimate the impact on ... Slide 8-5 Evolution of Decision

Lecture 08 Making: Reasoning and Decision Supporthci-kdd.org/wordpress/wp-content/uploads/2015/12/8...A. Holzinger 709.049 5/76 Med Informatics L08 Decision Making= central cognitive

Lecture 08 Making: Reasoning and Decision Supporthci-kdd.org/wordpress/wp-content/uploads/2015/12/8...A. Holzinger 709.049 5/76 Med Informatics L08 Decision Making= central cognitive

Computing for solving informatics problems Part 1 - Human …hci-kdd.org/wordpress/wp-content/uploads/2016/06/7-185A... · 2016. 6. 7. · Evolutionary Computing for solving ... J.

Computing for solving informatics problems Part 1 - Human …hci-kdd.org/wordpress/wp-content/uploads/2016/06/7-185A... · 2016. 6. 7. · Evolutionary Computing for solving ... J.

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

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

Evolutionary Computing and Agent Interaction (Part 1) · Holzinger Group, hci‐kdd.org 1 Machine Learning Health 09 Andreas Holzinger 185.A83 Machine Learning for Health Informatics

Evolutionary Computing and Agent Interaction (Part 1) · Holzinger Group, hci‐kdd.org 1 Machine Learning Health 09 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

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

11-LV709049-PRIVACY-Holzinger-2016...Swiss-Cheese Model used to analyze the causes of systematic failures or accidents in aviation, engineering and healthcare; it describes accident

11-LV709049-PRIVACY-Holzinger-2016...Swiss-Cheese Model used to analyze the causes of systematic failures or accidents in aviation, engineering and healthcare; it describes accident

02-DAY-MAKE-Data-HOLZINGER-Verona-2017hci-kdd.org/.../2017/01/02-DAY-MAKE-Data-HOLZINGER...Data Skills MAKE Health Verona 02 For further reading this is recommended: Buffalo, V. 2015.

02-DAY-MAKE-Data-HOLZINGER-Verona-2017hci-kdd.org/.../2017/01/02-DAY-MAKE-Data-HOLZINGER...Data Skills MAKE Health Verona 02 For further reading this is recommended: Buffalo, V. 2015.

2-LV709049-DATA-INFORMATION-KNOWLEDGE-HOLZINGER-2016 · 2016-10-19 · EDM Entropy-based Data Mining privacy, Data protection, Safety and Security Holzinger, A. 2014. Trends in Interactive

2-LV709049-DATA-INFORMATION-KNOWLEDGE-HOLZINGER-2016 · 2016-10-19 · EDM Entropy-based Data Mining privacy, Data protection, Safety and Security Holzinger, A. 2014. Trends in Interactive

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

5-LV709049-GRAPHICAL-MODELS-Holzinger-2016 · graphs (=network structures) and graph theory have seen some application examples of network structures from both macro-cosmos and micro-cosmos

5-LV709049-GRAPHICAL-MODELS-Holzinger-2016 · graphs (=network structures) and graph theory have seen some application examples of network structures from both macro-cosmos and micro-cosmos

04 Decision, Cognition, Uncertainty, Bayesian Statistics ...hci-kdd.org/.../wp-content/uploads/2016/11/...2016.pdf · Holzinger Group 4 709.049 04 Argmax/argmin =set of points for

04 Decision, Cognition, Uncertainty, Bayesian Statistics ...hci-kdd.org/.../wp-content/uploads/2016/11/...2016.pdf · Holzinger Group 4 709.049 04 Argmax/argmin =set of points for

2-LV709049-DATA-INFORMATION-KNOWLEDGE …hci-kdd.org/wordpress/wp-content/uploads/2016/10/2... · DIK-MOdel = Data-information-Knowledge three level model ... (textual) data, genetic

2-LV709049-DATA-INFORMATION-KNOWLEDGE …hci-kdd.org/wordpress/wp-content/uploads/2016/10/2... · DIK-MOdel = Data-information-Knowledge three level model ... (textual) data, genetic

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

Decision Analysis Steps in Decision making Decision analysis with decision tables Types of decision (decision modelling environments) Decision trees.

Decision Analysis Steps in Decision making Decision analysis with decision tables Types of decision (decision modelling environments) Decision trees.

sv-lncs - HCI-KDDhci-kdd.org/wordpress/wp-content/.../1_8401_Introductio…  · Web viewAlthough it makes sense to differentiate between these two terms, ... This orchestrated interplay

sv-lncs - HCI-KDDhci-kdd.org/wordpress/wp-content/.../1_8401_Introductio…  · Web viewAlthough it makes sense to differentiate between these two terms, ... This orchestrated interplay

Decision Day Fundamentals - hci-kdd.orghci-kdd.org/wordpress/wp-content/uploads/2018/04/4-EXPLANATIO… · Overview Day 1 ‐Fundamentals 01 Information Sciences meets Life Sciences

Decision Day Fundamentals - hci-kdd.orghci-kdd.org/wordpress/wp-content/uploads/2018/04/4-EXPLANATIO… · Overview Day 1 ‐Fundamentals 01 Information Sciences meets Life Sciences

Decision Day Fundamentals - hci-kdd.org...Health Informatics – Andreas Holzinger 5 DXplain= a DSS from the Harvard Medical School, to assist making a diagnosis (clinical consultation),

Decision Day Fundamentals - hci-kdd.org...Health Informatics – Andreas Holzinger 5 DXplain= a DSS from the Harvard Medical School, to assist making a diagnosis (clinical consultation),

Collaborative Multi-View Denoising - kdd.org · view problem in multi-view learning is essentially different from single-view one. The reason is that multi-view data are always corrupted

Collaborative Multi-View Denoising - kdd.org · view problem in multi-view learning is essentially different from single-view one. The reason is that multi-view data are always corrupted

10-LV709049-INFORMATION-SYSTEMS-Holzinger-2016...Unsolved: Data Integration, Data Fusion, Data Mapping Goal: Unified View, (as electricity IS already!) Holzinger, A. & Jurisica, I.

10-LV709049-INFORMATION-SYSTEMS-Holzinger-2016...Unsolved: Data Integration, Data Fusion, Data Mapping Goal: Unified View, (as electricity IS already!) Holzinger, A. & Jurisica, I.

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