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Process Guide for Students for Interdisciplinary Work in Computer Science/Informatics

Instructions Manual - Handbuch für Studierende

by Andreas Holzinger ...

The process of doing an academic work, whether a mini-project, diploma thesis, master’s thesis or PhD thesis, requires systematic knowledge and skills in order to answer the following questions: “How do I find a topic?”, “How do I obtain funding money?”, “How do I write a project proposal?”, “How is the organisatoric workflow?“, “How do I search Literature systematically?”, “Why should I read ... Read more

$12.99 CAD

The process of doing an academic work, whether a mini-project, diploma thesis, master’s thesis or PhD thesis, requires systematic knowledge and skills in order to answer the following questions: “How do I find a topic?”, “How do I obtain funding money?”, “How do I write a project proposal?”, “How is the organisatoric workflow?“, “How do I search Literature systematically?”, “Why should I read
... Read more
Biomedical Informatics

Lecture Notes to LV 444.152

by Andreas Holzinger ...

Medical Informatics is defined as an interdisciplinary field studying the effective use of biomedical data, information and knowledge for scientific inquiry, problem solving, and decision making, motivated by efforts to improve human health. To emphasize the broad character it is called Biomedical Informatics. The course LV 444.152 consists of the following 12 lectures: 1. Introduction: Computer ... Read more

$26.99 CAD

Medical Informatics is defined as an interdisciplinary field studying the effective use of biomedical data, information and knowledge for scientific inquiry, problem solving, and decision making, motivated by efforts to improve human health. To emphasize the broad character it is called Biomedical Informatics. The course LV 444.152 consists of the following 12 lectures: 1. Introduction: Computer
... Read more
Biomedical Informatics

Discovering Knowledge in Big Data

by Andreas Holzinger ...

Series series Engineering (R0)
This book provides a broad overview of the topic Bioinformatics with focus on data, information and knowledge. From data acquisition and storage to visualization, ranging through privacy, regulatory and other practical and theoretical topics, the author touches several fundamental aspects of the innovative interface between Medical and Technology domains that is Biomedical Informatics. Each ... Read more

$64.09 CAD

This book provides a broad overview of the topic Bioinformatics with focus on data, information and knowledge. From data acquisition and storage to visualization, ranging through privacy, regulatory and other practical and theoretical topics, the author touches several fundamental aspects of the innovative interface between Medical and Technology domains that is Biomedical Informatics. Each
... Read more
Successful Management of Research & Development

by Andreas Holzinger ...

Establishment, development and management of a successful research and development group require systematic knowledge and skills and a target-oriented process model. It begins with a vision and requires a clear mission and accordant strategy in order to achieve these goals. The people involved in the team work are of primary importance; everything depends on the interaction of this team. To create ... Read more

$14.99 CAD

Establishment, development and management of a successful research and development group require systematic knowledge and skills and a target-oriented process model. It begins with a vision and requires a clear mission and accordant strategy in order to achieve these goals. The people involved in the team work are of primary importance; everything depends on the interaction of this team. To create
... Read more
Computer-Human Interaction Research and Applications

4th International Conference, CHIRA 2020, Virtual Event, November 5–6, 2020, Revised Selected Papers

Edited by Andreas Holzinger, Hugo Plácido Silva, Markus Helfert, Larry Constantine ...

Series series Springer Nature Proceedings Computer Science
This book constitutes selected papers of the Fourth International Conference on Computer-Human Interaction Research and Applications, CHIRA 2020, held virtually, in November 2020.The 8 full papers presented in this book were carefully reviewed and selected from 44 submissions. The papers selected to be included in this book contribute to the understanding of relevant trends of current research on ... Read more

$83.99 CAD

This book constitutes selected papers of the Fourth International Conference on Computer-Human Interaction Research and Applications, CHIRA 2020, held virtually, in November 2020.The 8 full papers presented in this book were carefully reviewed and selected from 44 submissions. The papers selected to be included in this book contribute to the understanding of relevant trends of current research on
... Read more
Smart Health

Open Problems and Future Challenges

Edited by Andreas Holzinger, Carsten Röcker, Martina Ziefle ...

Series series Computer Science (R0)
Prolonged life expectancy along with the increasing complexity of medicine and health services raises health costs worldwide dramatically. Whilst the smart health concept has much potential to support the concept of the emerging P4-medicine (preventive, participatory, predictive, and personalized), such high-tech medicine produces large amounts of high-dimensional, weakly-structured data sets and ... Read more

$60.19 CAD

Prolonged life expectancy along with the increasing complexity of medicine and health services raises health costs worldwide dramatically. Whilst the smart health concept has much potential to support the concept of the emerging P4-medicine (preventive, participatory, predictive, and personalized), such high-tech medicine produces large amounts of high-dimensional, weakly-structured data sets and
... Read more
Pervasive Health

State-of-the-art and Beyond

Edited by Andreas Holzinger, Martina Ziefle, Carsten Röcker ...

Series series Computer Science (R0)
Providing a comprehensive introduction into an overview of the field of pervasive healthcare applications, this volume incorporates a variety of timely topics ranging from medical sensors and hardware infrastructures, to software platforms and applications and addresses issues of user experience and technology acceptance.The recent developments in the area of information and communication ... Read more

$115.99 CAD

Providing a comprehensive introduction into an overview of the field of pervasive healthcare applications, this volume incorporates a variety of timely topics ranging from medical sensors and hardware infrastructures, to software platforms and applications and addresses issues of user experience and technology acceptance.The recent developments in the area of information and communication
... Read more
Towards Integrative Machine Learning and Knowledge Extraction

BIRS Workshop, Banff, AB, Canada, July 24-26, 2015, Revised Selected Papers

Edited by Randy Goebel, Andreas Holzinger, Massimo Ferri, Vasile Palade ...

Series series Springer Nature Proceedings Computer Science
The BIRS Workshop “Advances in Interactive Knowledge Discovery and Data Mining in Complex and Big Data Sets” (15w2181), held in July 2015 in Banff, Canada, was dedicated to stimulating a cross-domain integrative machine-learning approach and appraisal of “hot topics” toward tackling the grand challenge of reaching a level of useful and useable computational intelligence with a focus on real-world ... Read more

$64.09 CAD

The BIRS Workshop “Advances in Interactive Knowledge Discovery and Data Mining in Complex and Big Data Sets” (15w2181), held in July 2015 in Banff, Canada, was dedicated to stimulating a cross-domain integrative machine-learning approach and appraisal of “hot topics” toward tackling the grand challenge of reaching a level of useful and useable computational intelligence with a focus on real-world
... Read more
xxAI - Beyond Explainable AI

International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers

Edited by Andreas Holzinger, Randy Goebel, Ruth Fong, Taesup Moon, Klaus-Robert Müller, Wojciech Samek ...

Series series Computer Science (R0)
This is an open access book.Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the ... Read more

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This is an open access book.Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the
... Read more
Information Technology in Bio- and Medical Informatics

8th International Conference, ITBAM 2017, Lyon, France, August 28–31, 2017, Proceedings

Edited by Miroslav Bursa, Andreas Holzinger, M. Elena Renda, Sami Khuri ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 8th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2017, held in Lyon, France, in August 2017.The 3 revised full papers and 6 poster papers presented were carefully reviewed and selected from 15 submissions. The papers address a broad range of topics in applications of information technology to ... Read more

$64.09 CAD

This book constitutes the refereed proceedings of the 8th International Conference on Information Technology in Bio- and Medical Informatics, ITBAM 2017, held in Lyon, France, in August 2017.The 3 revised full papers and 6 poster papers presented were carefully reviewed and selected from 15 submissions. The papers address a broad range of topics in applications of information technology to
... Read more
Artificial Intelligence and Machine Learning for Digital Pathology

State-of-the-Art and Future Challenges

Edited by Andreas Holzinger, Randy Goebel, Michael Mengel, Heimo Müller ...

Series series Computer Science (R0)
Data driven Artificial Intelligence (AI) and Machine Learning (ML) in digital pathology, radiology, and dermatology is very promising. In specific cases, for example, Deep Learning (DL), even exceeding human performance. However, in the context of medicine it is important for a human expert to verify the outcome. Consequently, there is a need for transparency and re-traceability of state-of-the ... Read more

$115.99 CAD

Data driven Artificial Intelligence (AI) and Machine Learning (ML) in digital pathology, radiology, and dermatology is very promising. In specific cases, for example, Deep Learning (DL), even exceeding human performance. However, in the context of medicine it is important for a human expert to verify the outcome. Consequently, there is a need for transparency and re-traceability of state-of-the
... Read more
Machine Learning and Knowledge Extraction

6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, Vienna, Austria, August 23–26, 2022, Proceedings

Edited by Andreas Holzinger, Peter Kieseberg, A Min Tjoa, Edgar Weippl ...

Series series Springer Nature Proceedings Computer Science
This book constitutes the refereed proceedings of the 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, held in Vienna, Austria during August 2022.The 23 full papers presented were carefully reviewed and selected from 45 submissions. The papers are covering a wide range from integrative machine learning approach, considering the importance of data ... Read more

$115.29 CAD

This book constitutes the refereed proceedings of the 6th IFIP TC 5, TC 12, WG 8.4, WG 8.9, WG 12.9 International Cross-Domain Conference, CD-MAKE 2022, held in Vienna, Austria during August 2022.The 23 full papers presented were carefully reviewed and selected from 45 submissions. The papers are covering a wide range from integrative machine learning approach, considering the importance of data
... Read more

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Process Guide for Students for Interdisciplinary Work in Computer Science/Informatics

Biomedical Informatics

Biomedical Informatics

Successful Management of Research & Development

Computer-Human Interaction Research and Applications

Smart Health

Pervasive Health

Towards Integrative Machine Learning and Knowledge Extraction

xxAI - Beyond Explainable AI

Information Technology in Bio- and Medical Informatics

Artificial Intelligence and Machine Learning for Digital Pathology

Machine Learning and Knowledge Extraction

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Available:

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Computer Science (R0)

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