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Books on the topic 'Explainable artifical intelligence'

Author: Grafiati
Published: 11 March 2023

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1

Gaur, Loveleen, and Biswa Mohan Sahoo. Explainable Artificial Intelligence for Intelligent Transportation Systems. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-031-09644-0.

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2

Krötzsch, Markus, and Daria Stepanova, eds. Reasoning Web. Explainable Artificial Intelligence. Cham: Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-31423-1.

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3

Lahby, Mohamed, Utku Kose, and Akash Kumar Bhoi. Explainable Artificial Intelligence for Smart Cities. Boca Raton: CRC Press, 2021. http://dx.doi.org/10.1201/9781003172772.

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4

Ahmed, Mohiuddin, Sheikh Rabiul Islam, Adnan Anwar, Nour Moustafa, and Al-Sakib Khan Pathan, eds. Explainable Artificial Intelligence for Cyber Security. Cham: Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-96630-0.

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5

Kamath, Uday, and John Liu. Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-83356-5.

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6

Marcos, Mar, Jose M. Juarez, Richard Lenz, Grzegorz J. Nalepa, Slawomir Nowaczyk, Mor Peleg, Jerzy Stefanowski, and Gregor Stiglic, eds. Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems. Cham: Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-37446-4.

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7

Rutkowski, Tom. Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance. Cham: Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-030-75521-8.

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8

Khamparia, Aditya, Deepak Gupta, Ashish Khanna, and Valentina E. Balas, eds. Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI). Singapore: Springer Singapore, 2022. http://dx.doi.org/10.1007/978-981-19-1476-8.

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9

Kose, Utku, Akash Kumar Bhoi, and Mohamed Lahby. Explainable Artificial Intelligence for Smart Cities. Taylor & Francis Group, 2021.

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10

Kose, Utku, Akash Kumar Bhoi, and Mohamed Lahby. Explainable Artificial Intelligence for Smart Cities. Taylor & Francis Group, 2021.

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11

Explainable Artificial Intelligence for Smart Cities. Taylor & Francis Group, 2021.

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12

Bhoi, Akash Kumar, Victor Hugo Costa de Albuquerque, Parvathaneni Naga Srinivasu, Alfonso González Briones, and Juan Pavón Mestras. Explainable Artificial Intelligence in Healthcare. Elsevier Science & Technology Books, 2022.

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13

Gaur, Loveleen, and Biswa Mohan Sahoo. Explainable Artificial Intelligence for Intelligent Transportation Systems: Ethics and Applications. Springer International Publishing AG, 2022.

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14

Islam, Sheikh Rabiul, Adnan Anwar, Mohiuddin Ahmed, Al-Sakib Khan Pathan, and Nour Moustafa. Explainable Artificial Intelligence for Cyber Security: Next Generation Artificial Intelligence. Springer International Publishing AG, 2022.

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15

Liu, John, and Uday Kamath. Explainable Artificial Intelligence: An Introduction to XAI. Springer International Publishing AG, 2021.

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16

Explainable Artificial Intelligence in Medical Decision Support Systems. Institution of Engineering & Technology, 2022.

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17

Imoize, Agbotiname Lucky, Jude Hemanth, Dinh-Thuan Do, and Samarendra Nath Sur, eds. Explainable Artificial Intelligence in Medical Decision Support Systems. Institution of Engineering and Technology, 2022. http://dx.doi.org/10.1049/pbhe050e.

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18

Hemanth, Jude, Samarendra Nath Sur, Dinh-Thuan Do, and Agbotiname Lucky Imoize. Explainable Artificial Intelligence in Medical Decision Support Systems. Institution of Engineering & Technology, 2023.

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19

Albuquerque, Victor Hugo C. de, P. Naga Srinivasu, Akash Kumar Bhoi, and Alfonso González Briones, eds. Principles and Methods of Explainable Artificial Intelligence in Healthcare. IGI Global, 2022. http://dx.doi.org/10.4018/978-1-6684-3791-9.

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20

Srinivasu, P. Naga, Alfonso González Briones, Victor Hugo C. de Albuquerque, and Akash Kumar Bhoi. Principles and Methods of Explainable Artificial Intelligence in Healthcare. IGI Global, 2022.

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21

Srinivasu, P. Naga, Alfonso González Briones, Victor Hugo C. de Albuquerque, and Akash Kumar Bhoi. Principles and Methods of Explainable Artificial Intelligence in Healthcare. IGI Global, 2022.

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22

Srinivasu, P. Naga, Alfonso González Briones, Victor Hugo C. de Albuquerque, and Akash Kumar Bhoi. Principles and Methods of Explainable Artificial Intelligence in Healthcare. IGI Global, 2022.

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23

Explainable Artificial Intelligence: An Introduction to Interpretable Machine Learning. Springer International Publishing AG, 2022.

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24

Srinivasu, P. Naga, Alfonso González Briones, Victor Hugo C. de Albuquerque, and Akash Kumar Bhoi. Principles and Methods of Explainable Artificial Intelligence in Healthcare. IGI Global, 2022.

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25

Tiddi, I., F. Lécué, and P. Hitzler. Knowledge Graphs for EXplainable Artificial Intelligence: Foundations, Applications and Challenges. IOS Press, Incorporated, 2020.

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26

Rutkowski, Tom. Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance. Springer International Publishing AG, 2021.

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27

Rutkowski, Tom. Explainable Artificial Intelligence Based on Neuro-Fuzzy Modeling with Applications in Finance. Springer International Publishing AG, 2022.

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28

Escalera, Sergio, Isabelle Guyon, Xavier Baró, Umut Güçlü, Hugo Jair Escalante, Yağmur Güçlütürk, and Marcel van Gerven. Explainable and Interpretable Models in Computer Vision and Machine Learning. Springer, 2019.

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29

Gupta, Deepak, Valentina E. Balas, Ashish Khanna, and Aditya Khamparia. Biomedical Data Analysis and Processing Using Explainable (XAI) and Responsive Artificial Intelligence (RAI). Springer Singapore Pte. Limited, 2022.

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30

Calvaresi, Davide, Amro Najjar, Michael Winikoff, and Kary Främling. Explainable, Transparent Autonomous Agents and Multi-Agent Systems: Second International Workshop, EXTRAAMAS 2020, Auckland, New Zealand, May 9–13, ... Springer, 2020.

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31

Schumacher, Michael, Davide Calvaresi, Amro Najjar, and Kary Främling. Explainable, Transparent Autonomous Agents and Multi-Agent Systems: First International Workshop, EXTRAAMAS 2019, Montreal, QC, Canada, May 13–14, ... Springer, 2019.

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32

Lenz, Richard, Mar Marcos, Mor Peleg, Jerzy Stefanowski, Jose M. Juarez, Grzegorz J. Nalepa, Slawomir Nowaczyk, and Gregor Stiglic. Artificial Intelligence in Medicine : Knowledge Representation and Transparent and Explainable Systems: AIME 2019 International Workshops, ... Springer, 2020.

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33

Mishra, Pradeepta. Practical Explainable AI Using Python: Artificial Intelligence Model Explanations Using Python-Based Libraries, Extensions, and Frameworks. Apress L. P., 2021.

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34

Reed, Stephen K. Cognitive Skills You Need for the 21st Century. Oxford University Press, 2020. http://dx.doi.org/10.1093/oso/9780197529003.001.0001.

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Abstract:
Cognitive Skills You Need for the 21st Century begins with the Future of Jobs Report 2018 of the World Economic Forum that describes trending skills through the year 2022. To assist with the development of these skills, the book describes techniques that should benefit everyone. The 20 chapters occupy 6 sections on acquiring knowledge (comprehension, action, categorization, abstraction), organizing knowledge (matrices, networks, hierarchies), reasoning (visuospatial reasoning, imperfect knowledge, strategies), problem-solving (problems, design, dynamics), artificial intelligence (data sciences, explainable AI, information sciences, general AI), and education (complex systems, computational thinking, continuing education). Classical research, recent research, personal anecdotes, and a few exercises provide a broad introduction to this critical topic.
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35

Krötzsch, Markus, and Daria Stepanova. Reasoning Web. Explainable Artificial Intelligence: 15th International Summer School 2019, Bolzano, Italy, September 20–24, 2019, Tutorial Lectures. Springer, 2019.

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