Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science
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(FIVE YEARS 20)

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Published By Springer International Publishing

9783030820169, 9783030820176

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GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_2 ◽

2021 ◽

pp. 18-38

Author(s):

Federico Sabbatini ◽

Giovanni Ciatto ◽

Andrea Omicini

Keyword(s):

Knowledge Extraction ◽

Black Box

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To Pay or Not to Pay Attention: Classifying and Interpreting Visual Selective Attention Frequency Features

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_1 ◽

2021 ◽

pp. 3-17

Author(s):

Lora Fanda ◽

Yashin Dicente Cid ◽

Pawel J. Matusz ◽

Davide Calvaresi

Keyword(s):

Selective Attention ◽

Visual Selective Attention ◽

Frequency Features

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A Two-Dimensional Explanation Framework to Classify AI as Incomprehensible, Interpretable, or Understandable

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_8 ◽

2021 ◽

pp. 119-138

Author(s):

Ruben S. Verhagen ◽

Mark A. Neerincx ◽

Myrthe L. Tielman

Keyword(s):

Two Dimensional

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Applying Abstract Argumentation to Normal-Form Games

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_19 ◽

2021 ◽

pp. 314-328

Author(s):

You Cheng ◽

Beishui Liao ◽

Jieting Luo

Keyword(s):

Normal Form ◽

Normal Form Games ◽

Abstract Argumentation

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ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_4 ◽

2021 ◽

pp. 55-62

Author(s):

Kary Främling ◽

Samanta Knapic̆ ◽

Avleen Malhi

Keyword(s):

Image Classification ◽

R Package

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Schedule Explainer: An Argumentation-Supported Tool for Interactive Explanations in Makespan Scheduling

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_15 ◽

2021 ◽

pp. 243-259

Author(s):

Kristijonas Čyras ◽

Myles Lee ◽

Dimitrios Letsios

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Towards Explainable Recommendations of Resource Allocation Mechanisms in On-Demand Transport Fleets

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_7 ◽

2021 ◽

pp. 97-115

Author(s):

Alaa Daoud ◽

Hiba Alqasir ◽

Yazan Mualla ◽

Amro Najjar ◽

Gauthier Picard ◽

...

Keyword(s):

Resource Allocation ◽

On Demand

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Towards an XAI-Assisted Third-Party Evaluation of AI Systems: Illustration on Decision Trees

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_10 ◽

2021 ◽

pp. 158-172

Author(s):

Yongxin Zhou ◽

Matthieu Boussard ◽

Agnes Delaborde

Keyword(s):

Decision Trees ◽

Third Party

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Toward XAI & Human Synergies to Explain the History of Art: The Smart Photobooth Project

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_13 ◽

2021 ◽

pp. 208-222

Author(s):

Egberdien van der Peijl ◽

Amro Najjar ◽

Yazan Mualla ◽

Thiago Jorge Bourscheid ◽

Yolanda Spinola-Elias ◽

...

Keyword(s):

History Of Art ◽

History Of

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Towards Transparent Legal Formalization

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-82017-6_18 ◽

2021 ◽

pp. 296-313

Author(s):

Tomer Libal ◽

Tereza Novotná

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Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors

To Pay or Not to Pay Attention: Classifying and Interpreting Visual Selective Attention Frequency Features

A Two-Dimensional Explanation Framework to Classify AI as Incomprehensible, Interpretable, or Understandable

Applying Abstract Argumentation to Normal-Form Games

ciu.image: An R Package for Explaining Image Classification with Contextual Importance and Utility

Schedule Explainer: An Argumentation-Supported Tool for Interactive Explanations in Makespan Scheduling

Towards Explainable Recommendations of Resource Allocation Mechanisms in On-Demand Transport Fleets

Towards an XAI-Assisted Third-Party Evaluation of AI Systems: Illustration on Decision Trees

Toward XAI & Human Synergies to Explain the History of Art: The Smart Photobooth Project

Towards Transparent Legal Formalization

Explainable and Transparent AI and Multi-Agent Systems - Lecture Notes in Computer Science
Latest Publications