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Quality of Models for Man and Machine

A Foundation for Neuro-Symbolic Computing

par John Krogstie ...

Collections series Computer Science (R0)
This open access book investigates the renewed role of models in the solutions supporting our organisational reality. With AI and other advanced IT as digital actors, we are more and more delegating decisions that help to create new social reality to autonomous artificial systems. This raises several critical questions, for example, how can we keep our skills in building and discussing ... En savoir plus

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This open access book investigates the renewed role of models in the solutions supporting our organisational reality. With AI and other advanced IT as digital actors, we are more and more delegating decisions that help to create new social reality to autonomous artificial systems. This raises several critical questions, for example, how can we keep our skills in building and discussing
... En savoir plus
Model-Based Development and Evolution of Information Systems

A Quality Approach

par John Krogstie ...

Collections series Computer Science (R0)
This book introduces and describes in detail the SEQUAL framework for understanding the quality of models and modeling languages, including the numerous specializations of the generic framework, and the various ways in which this can be used for different applications. Topics and features: contains case studies, chapter summaries, review questions, problems and exercises throughout the text, in ... En savoir plus

$64.99 CAD

This book introduces and describes in detail the SEQUAL framework for understanding the quality of models and modeling languages, including the numerous specializations of the generic framework, and the various ways in which this can be used for different applications. Topics and features: contains case studies, chapter summaries, review questions, problems and exercises throughout the text, in
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Interpretability and Explainability in AI Using Python

Decrypt AI Decision-Making Using Interpretability and Explainability with Python to Build Reliable Machine Learning Systems (English Edition)

par Aruna Chakkirala ...

Demystify AI Decisions and Master Interpretability and Explainability TodayKey Features● Master Interpretability and Explainability in ML, Deep Learning, Transformers, and LLMs● Implement XAI techniques using Python for model transparency● Learn global and local interpretability with real-world examplesBook DescriptionInterpretability in AI/ML refers to the ability to understand and explain how a ... En savoir plus

$22.99 CAD ou Gratuit avec Kobo Plus

Demystify AI Decisions and Master Interpretability and Explainability TodayKey Features● Master Interpretability and Explainability in ML, Deep Learning, Transformers, and LLMs● Implement XAI techniques using Python for model transparency● Learn global and local interpretability with real-world examplesBook DescriptionInterpretability in AI/ML refers to the ability to understand and explain how a
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Engineering Design

Representation and Reasoning

par Clive L. Dym, David C. Brown ...

Contrary to popular mythology, the designs of favorable products and successful systems do not appear suddenly, or magically. This second edition of Engineering Design demonstrates that symbolic representation and related problem-solving methods, offer significant opportunities to clarify and articulate concepts of design to lay a better framework for design research and design education. ... En savoir plus

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Contrary to popular mythology, the designs of favorable products and successful systems do not appear suddenly, or magically. This second edition of Engineering Design demonstrates that symbolic representation and related problem-solving methods, offer significant opportunities to clarify and articulate concepts of design to lay a better framework for design research and design education.
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Bridging the Gap Between AI and Reality

Second International Conference, AISoLA 2024, Crete, Greece, October 30 – November 3, 2024, Selected Papers

Modifié par Bernhard Steffen ...

Collections series Springer Nature Proceedings Computer Science
This open access book constitutes revised selected papers from the Second International Conference on Bridging the Gap between AI and Reality, AISoLA 2024, which took place in Crete, Greece, in October/November 2024.The papers included in this book extend the presentation in the AISoLA 2024 on-site proceedings. They focus on the following topics: AI-Assisted Programming; health care approaches ... En savoir plus

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This open access book constitutes revised selected papers from the Second International Conference on Bridging the Gap between AI and Reality, AISoLA 2024, which took place in Crete, Greece, in October/November 2024.The papers included in this book extend the presentation in the AISoLA 2024 on-site proceedings. They focus on the following topics: AI-Assisted Programming; health care approaches
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Human and Machine Learning

Visible, Explainable, Trustworthy and Transparent

Modifié par Jianlong Zhou, Fang Chen ...

Collections series Computer Science (R0)
With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of “black-box” in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions ... En savoir plus

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With an evolutionary advancement of Machine Learning (ML) algorithms, a rapid increase of data volumes and a significant improvement of computation powers, machine learning becomes hot in different applications. However, because of the nature of “black-box” in ML methods, ML still needs to be interpreted to link human and machine learning for transparency and user acceptance of delivered solutions
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Explainable and Transparent AI and Multi-Agent Systems

5th International Workshop, EXTRAAMAS 2023, London, UK, May 29, 2023, Revised Selected Papers

Modifié par Davide Calvaresi, Amro Najjar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Yazan Mualla, Kary Främling ...

Collections series Springer Nature Proceedings Computer Science
This volume LNCS 14127 constitutes the refereed proceedings of the 5th International Workshop, EXTRAAMAS 2023, held in London, UK, in May 2023.The 15 full papers presented together with 1 short paper were carefully reviewed and selected from 26 submissions. The workshop focuses on Explainable Agents and multi-agent systems; Explainable Machine Learning; and Cross-domain applied XAI. ... En savoir plus

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This volume LNCS 14127 constitutes the refereed proceedings of the 5th International Workshop, EXTRAAMAS 2023, held in London, UK, in May 2023.The 15 full papers presented together with 1 short paper were carefully reviewed and selected from 26 submissions. The workshop focuses on Explainable Agents and multi-agent systems; Explainable Machine Learning; and Cross-domain applied XAI.
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Bridging the Gap Between AI and Reality

4th International Conference, AISoLA 2026, Kos, Greece, October 27–31, 2026, Proceedings

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Collections series Springer Nature Proceedings Computer Science
This open access book constitutes proceedings of the 4th International Conference on Bridging the Gap between AI and Reality, AISoLA 2026, which took place in Kos, Greece, in October 2026.The proceedings contain 8 full papers, one full invited talk, and a track introduction. They focus on the following topics: AI assisted programming; digital humanities; approaches of using formal methods and ai ... En savoir plus

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This open access book constitutes proceedings of the 4th International Conference on Bridging the Gap between AI and Reality, AISoLA 2026, which took place in Kos, Greece, in October 2026.The proceedings contain 8 full papers, one full invited talk, and a track introduction. They focus on the following topics: AI assisted programming; digital humanities; approaches of using formal methods and ai
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On Minds

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Toward a deeper understanding of minds, whether natural or artificial, and of how they are studied and built across AI, AGI, and cognitive science.Minds are functional entities that enable intelligent behavior. In On Minds, Paul Rosenbloom offers reflections and perspectives on the study of minds arising from a multi-decade career focused largely on cognitive architectures—hypotheses concerning ... En savoir plus

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Toward a deeper understanding of minds, whether natural or artificial, and of how they are studied and built across AI, AGI, and cognitive science.Minds are functional entities that enable intelligent behavior. In On Minds, Paul Rosenbloom offers reflections and perspectives on the study of minds arising from a multi-decade career focused largely on cognitive architectures—hypotheses concerning
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Advanced Learning Analytics Methods

AI, Precision and Complexity

Modifié par Mohammed Saqr, Sonsoles López-Pernas ...

Collections series Computer Science (R0)
This is an open access book.This comprehensive and timely methodological book introduces several novel topics under the overarching sections of advanced learning analytics (LA), artificial intelligence (AI), precision education, and complex systems. These topics are presented using accessible language, beginning with introductory chapters that cover the fundamentals of each section, followed by ... En savoir plus

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This is an open access book.This comprehensive and timely methodological book introduces several novel topics under the overarching sections of advanced learning analytics (LA), artificial intelligence (AI), precision education, and complex systems. These topics are presented using accessible language, beginning with introductory chapters that cover the fundamentals of each section, followed by
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Sentiment Analysis in the Bio-Medical Domain

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par Erik Cambria, Amir Hussain, Ranjan Satapathy ...

Collections series Biomedical and Life Sciences (R0)
The abundance of text available in social media and health-related forums and blogs have recently attracted the interest of the public health community to use these sources for opinion mining. This book presents a lexicon-based approach to sentiment analysis in the bio-medical domain, i.e., WordNet for Medical Events (WME). This book gives an insight in handling unstructured textual data and ... En savoir plus

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The abundance of text available in social media and health-related forums and blogs have recently attracted the interest of the public health community to use these sources for opinion mining. This book presents a lexicon-based approach to sentiment analysis in the bio-medical domain, i.e., WordNet for Medical Events (WME). This book gives an insight in handling unstructured textual data and
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Advancing Natural Language Processing in Educational Assessment

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Collections series NCME APPLICATIONS OF EDUCATIONAL MEASUREMENT AND ASSESSMENT
Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and professionals may lack a shared understanding of the strengths and limitations of NLP in assessment as well ... En savoir plus

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Advancing Natural Language Processing in Educational Assessment examines the use of natural language technology in educational testing, measurement, and assessment. Recent developments in natural language processing (NLP) have enabled large-scale educational applications, though scholars and professionals may lack a shared understanding of the strengths and limitations of NLP in assessment as well
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Engineering Design

Bridging the Gap Between AI and Reality

Human and Machine Learning

Explainable and Transparent AI and Multi-Agent Systems

Bridging the Gap Between AI and Reality

On Minds

Advanced Learning Analytics Methods

Sentiment Analysis in the Bio-Medical Domain

Advancing Natural Language Processing in Educational Assessment

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