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1
SVF-Net: Learning Deformable Image Registration Using Shape Matching
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SVF-Net: Learning Deformable Image Registration Using Shape Matching

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-319-66182-7_31

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2
PaDiM: a patch distribution modeling framework for anomaly detection and localization
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Book Chapter
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PaDiM: a patch distribution modeling framework for anomaly detection and localization

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-030-68799-1_35

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3
Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework
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Book Chapter
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Machine Learning Data Suitability and Performance Testing Using Fault Injection Testing Framework

ECBS 2023, 2024, p.42 [Peer Reviewed Journal]

ISBN: 303149251X ;ISBN: 9783031492525 ;ISBN: 3031492528 ;ISBN: 9783031492518 ;DOI: 10.1007/978-3-031-49252-5_5

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4
Evasion Attacks against Machine Learning at Test Time
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Evasion Attacks against Machine Learning at Test Time

Machine Learning and Knowledge Discovery in Databases, p.387-402 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg 2013 ;ISSN: 0302-9743 ;ISBN: 9783642409936 ;ISBN: 3642409938 ;EISSN: 1611-3349 ;EISBN: 9783642409943 ;EISBN: 3642409946 ;DOI: 10.1007/978-3-642-40994-3_25

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5
ML Confidential: Machine Learning on Encrypted Data
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ML Confidential: Machine Learning on Encrypted Data

Information Security and Cryptology – ICISC 2012, p.1-21 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg 2013 ;ISSN: 0302-9743 ;ISBN: 3642376819 ;ISBN: 9783642376818 ;EISSN: 1611-3349 ;EISBN: 3642376827 ;EISBN: 9783642376825 ;DOI: 10.1007/978-3-642-37682-5_1

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6
Explainable Reinforcement Learning: A Survey
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Book Chapter
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Explainable Reinforcement Learning: A Survey

Lecture Notes in Computer Science, 2020, Vol.LNCS-12279, p.77-95 [Peer Reviewed Journal]

Attribution ;DOI: 10.1007/978-3-030-57321-8_5

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7
Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions
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Book Chapter
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Explainable Artificial Intelligence: Concepts, Applications, Research Challenges and Visions

Lecture Notes in Computer Science, 2020, Vol.LNCS-12279, p.1-16 [Peer Reviewed Journal]

Attribution ;DOI: 10.1007/978-3-030-57321-8_1

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8
Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI
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Book Chapter
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Current Advances, Trends and Challenges of Machine Learning and Knowledge Extraction: From Machine Learning to Explainable AI

Lecture Notes in Computer Science, 2018, Vol.LNCS-11015, p.1-8 [Peer Reviewed Journal]

Attribution ;DOI: 10.1007/978-3-319-99740-7_1

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9
Evaluating Classification Feasibility Using Functional Dependencies
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Book Chapter
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Evaluating Classification Feasibility Using Functional Dependencies

Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2020, p.132-159 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1869-1994 ;DOI: 10.1007/978-3-662-62271-1_5

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10
Three-Valued Logics, Uncertainty Management and Rough Sets
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Book Chapter
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Three-Valued Logics, Uncertainty Management and Rough Sets

Transactions on Rough Sets XVII, 2014, Vol.TRS 8375, p.1-32 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISBN: 9783642547553 ;ISBN: 3642547559 ;DOI: 10.1007/978-3-642-54756-0_1

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11
Extrapolation is Not the Same as Interpolation
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Book Chapter
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Extrapolation is Not the Same as Interpolation

26th International Conference on Discovery Science, DS 2023, Porto, Portugal, 2023, Vol.14276 LNAI, p.277 [Peer Reviewed Journal]

ISSN: 1611-3349 ;ISSN: 0302-9743 ;EISSN: 1611-3349 ;DOI: 10.1007/978-3-031-45275-8_19

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12
Low-shot learning of plankton categories
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Book Chapter
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Low-shot learning of plankton categories

Distributed under a Creative Commons Attribution 4.0 International License ;ISBN: 9783030129392 ;ISBN: 303012939X ;DOI: 10.1007/978-3-030-12939-2_27

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13
What data should be collected for a good handball Expected Goal model?
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Book Chapter
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What data should be collected for a good handball Expected Goal model?

Communications in Computer and Information Science, 2024, Vol.2035, p.119-130 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISBN: 3031538323 ;ISBN: 9783031538322 ;DOI: 10.1007/978-3-031-53833-9_10

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14
TAO: A Large-Scale Benchmark for Tracking Any Object
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Book Chapter
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TAO: A Large-Scale Benchmark for Tracking Any Object

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-030-58558-7_26

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15
Attending Knowledge Facts with BERT-like Models in Question-Answering : Disappointing Results and Some Explanations
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Book Chapter
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Attending Knowledge Facts with BERT-like Models in Question-Answering : Disappointing Results and Some Explanations

Advances in Artificial Intelligence 33rd Canadian Conference on Artificial Intelligence, Canadian AI 2020, Ottawa, ON, Canada, May 13–15, 2020, Proceedings [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-030-47358-7_37

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16
Learning Disentangled Representations via Mutual Information Estimation
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Book Chapter
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Learning Disentangled Representations via Mutual Information Estimation

ECCV 2020: Computer Vision, Vol.12367, p.205-221 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-030-58542-6_13

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17
Understanding Learner’s Drop-Out in MOOCs
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Book Chapter
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Understanding Learner’s Drop-Out in MOOCs

Intelligent Data Engineering and Automated Learning -- IDEAL 2018, 2018, Vol.11314, p.233-244 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISBN: 9783030034931 ;ISBN: 3030034933 ;DOI: 10.1007/978-3-030-03493-1_25

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18
Wasserstein Generative Models for Patch-based Texture Synthesis
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Book Chapter
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Wasserstein Generative Models for Patch-based Texture Synthesis

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-030-75549-2_22

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19
Bandits and Recommender Systems
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Book Chapter
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Bandits and Recommender Systems

Lecture Notes in Computer Science, 2016, Vol.9432, p.325-336 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-319-27926-8_29

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20
Bridging Distinct Spaces in Graph-based Machine Learning
Material Type:
Book Chapter
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Bridging Distinct Spaces in Graph-based Machine Learning

Distributed under a Creative Commons Attribution 4.0 International License ;DOI: 10.1007/978-3-031-47637-2_1

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