Visual Explanations
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Visual Explanations
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Author : Edward R. Tufte
language : en
Publisher:
Release Date : 1997
Visual Explanations written by Edward R. Tufte and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Computers categories.
Considers the effective presentation of information by graphic means.
Visual Complex Analysis
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Author : Tristan Needham
language : en
Publisher: Oxford University Press
Release Date : 1997
Visual Complex Analysis written by Tristan Needham and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Mathematics categories.
Now available in paperback, this successful radical approach to complex analysis replaces the standard calculational arguments with new geometric ones. With several hundred diagrams, and far fewer prerequisites than usual, this is the first visual intuitive introduction to complex analysis. Although designed for use by undergraduates in mathematics and science, the novelty of the approach will also interest professional mathematicians.
Explainable And Interpretable Models In Computer Vision And Machine Learning
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Author : Hugo Jair Escalante
language : en
Publisher: Springer
Release Date : 2018-11-29
Explainable And Interpretable Models In Computer Vision And Machine Learning written by Hugo Jair Escalante and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-11-29 with Computers categories.
This book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning. Research progress in computer vision and pattern recognition has led to a variety of modeling techniques with almost human-like performance. Although these models have obtained astounding results, they are limited in their explainability and interpretability: what is the rationale behind the decision made? what in the model structure explains its functioning? Hence, while good performance is a critical required characteristic for learning machines, explainability and interpretability capabilities are needed to take learning machines to the next step to include them in decision support systems involving human supervision. This book, written by leading international researchers, addresses key topics of explainability and interpretability, including the following: · Evaluation and Generalization in Interpretable Machine Learning · Explanation Methods in Deep Learning · Learning Functional Causal Models with Generative Neural Networks · Learning Interpreatable Rules for Multi-Label Classification · Structuring Neural Networks for More Explainable Predictions · Generating Post Hoc Rationales of Deep Visual Classification Decisions · Ensembling Visual Explanations · Explainable Deep Driving by Visualizing Causal Attention · Interdisciplinary Perspective on Algorithmic Job Candidate Search · Multimodal Personality Trait Analysis for Explainable Modeling of Job Interview Decisions · Inherent Explainability Pattern Theory-based Video Event Interpretations
Model Based Reasoning In Science And Technology
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Author : Lorenzo Magnani
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-08-31
Model Based Reasoning In Science And Technology written by Lorenzo Magnani and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-31 with Science categories.
This book contains contributions presented during the international conference on Model-Based Reasoning (MBR ́012), held on June 21-23 in Sestri Levante, Italy. Interdisciplinary researchers discuss in this volume how scientific cognition and other kinds of cognition make use of models, abduction, and explanatory reasoning in order to produce important or creative changes in theories and concepts. Some of the contributions analyzed the problem of model-based reasoning in technology and stressed the issues of scientific and technological innovation. The book is divided in three main parts: models, mental models, representations; abduction, problem solving and practical reasoning; historical, epistemological and technological issues. The volume is based on the papers that were presented at the international
Beautiful Evidence
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Author : Edward R. Tufte
language : en
Publisher:
Release Date : 2006-06-29
Beautiful Evidence written by Edward R. Tufte and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-06-29 with categories.
How seeing turns into showing, how empirical observations turn into explanation and evidence. How to produce and consume evidence presentations.
Explainable Ai Foundations Methodologies And Applications
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Author : Mayuri Mehta
language : en
Publisher: Springer Nature
Release Date : 2022-10-19
Explainable Ai Foundations Methodologies And Applications written by Mayuri Mehta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-19 with Technology & Engineering categories.
This book presents an overview and several applications of explainable artificial intelligence (XAI). It covers different aspects related to explainable artificial intelligence, such as the need to make the AI models interpretable, how black box machine/deep learning models can be understood using various XAI methods, different evaluation metrics for XAI, human-centered explainable AI, and applications of explainable AI in health care, security surveillance, transportation, among other areas. The book is suitable for students and academics aiming to build up their background on explainable AI and can guide them in making machine/deep learning models more transparent. The book can be used as a reference book for teaching a graduate course on artificial intelligence, applied machine learning, or neural networks. Researchers working in the area of AI can use this book to discover the recent developments in XAI. Besides its use in academia, this book could be used by practitioners in AI industries, healthcare industries, medicine, autonomous vehicles, and security surveillance, who would like to develop AI techniques and applications with explanations.
Computer Vision Eccv 2024
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Author : Aleš Leonardis
language : en
Publisher: Springer Nature
Release Date : 2024-11-20
Computer Vision Eccv 2024 written by Aleš Leonardis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-20 with Computers categories.
The multi-volume set of LNCS books with volume numbers 15059 up to 15147 constitutes the refereed proceedings of the 18th European Conference on Computer Vision, ECCV 2024, held in Milan, Italy, during September 29–October 4, 2024. The 2387 papers presented in these proceedings were carefully reviewed and selected from a total of 8585 submissions. They deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; motion estimation.
Shape Understanding System
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Author : Zbigniew Les
language : en
Publisher: Springer
Release Date : 2015-02-06
Shape Understanding System written by Zbigniew Les and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-06 with Technology & Engineering categories.
This is the third book presenting selected results of research on the further development of the shape understanding system (SUS) carried out by authors in the newly founded Queen Jadwiga Research Institute of Understanding. In this book the new term Machine Understanding is introduced referring to a new area of research aiming to investigate the possibility of building machines with the ability to understand. It is presented that SUS needs to some extent mimic human understanding and for this reason machines are evaluated according to the rules applied for the evaluation of human understanding. The book shows how to formulate problems and how it can be tested if the machine is able to solve these problems.
Release 2 0 Issue 3
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Author : Guterman Jimmy
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2007-06
Release 2 0 Issue 3 written by Guterman Jimmy and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-06 with Computers categories.
What makes the net great us also precisely what makes it so dangerous. The virtual world is becoming so similar to the real one that some think the overt laws, or at least agreed-upon rules, may be necessary for the Net to survive in its current open form. If the internet can be ruined by everything from criminals to overzealous politicians responding to those criminals, then how can it be saved? We explore this issue in Release 2.0: Issue 3. Other topics in this issue: Listening to Lawrence Lessig - The man who started it all considers hard, thinks hard, and worries hard - about what code and the law can do. Open APIs Aren't Open Source - Six lessons for developers From Audience to Producer - It may not be news to you, but it's news to someone. Ambiguity is a Feature, Not a Bug - A new way to think about code
Hci International 2024 Late Breaking Posters
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Author : Constantine Stephanidis
language : en
Publisher: Springer Nature
Release Date : 2024-12-29
Hci International 2024 Late Breaking Posters written by Constantine Stephanidis and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-29 with Computers categories.
The three-volume set CCIS 2319-2321 constitutes the proceedings of the 26th International Conference on Human-Computer Interaction, HCII 2024, held in Washington, DC, USA, during June 29–July 4, 2024. For the HCII 2024 proceedings, a total of 1271 papers and 309 posters was carefully reviewed and selected from 5108 submissions. Additionally, 222 papers and 104 posters are included in the volumes of the proceedings published after the conference, as “Late Breaking Work”. The posters presented in these three volumes are organized in the following topical sections: Part I: User Interface and Interaction Design; Usability and User Experience Evaluation; Innovative Technologies and Human-Centered Solutions. Part II: Innovations in Extended Reality; Smart Systems and Intelligent Design; AI and Design for Human-Centric Applications. Part III: Design for Health and Well-being; Advanced Interactive Technologies for Learning; Gaming, Gamification, and Immersive Design; Technology-Enhanced Experiences in Cultural Heritage.