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Unexpectedness and Bayes’ Rule

Giovanni Sileno , Jean-Louis Dessalles
Software Engineering and Formal Methods. SEFM 2021 Collocated Workshops, 13230, Springer International Publishing, pp.107-116, 2022, Lecture Notes in Computer Science, ⟨10.1007/978-3-031-12429-7_8⟩
Book sections hal-03813979v1
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Assessing Parsimony in Models of Aspect

Jean-Louis Dessalles
36th Annual Conference of the Cognitive Science Society 2014, Jul 2014, Quebec city, Canada. pp.2121-2126
Conference papers hal-03814091v1
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Machine learning algorithms for dynamic Internet of Things

Dihia Boulegane
Machine Learning [cs.LG]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAT048⟩
Theses tel-03503316v1
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Context-aware recommender systems for real-world applications

Marie Al-Ghossein
Artificial Intelligence [cs.AI]. Université Paris-Saclay, 2019. English. ⟨NNT : 2019SACLT008⟩
Theses tel-02275811v1

Balancing expressiveness and inexpressiveness in view design

Michael Benedikt , Pierre Bourhis , Louis Jachiet , Efthymia Tsamoura
KR 2020 - 17th International Conference on Principles of Knowledge Representation and Reasoning, Sep 2020, Rhodes, Greece. pp.109--118, ⟨10.24963/kr.2020/12⟩
Conference papers hal-02964692v1
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Cognitive Management of Self -Organized Radio Networks Based on Multi Armed Bandit

Tony Daher , Sana Ben Jemaa , Laurent Decreusefond
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications , Oct 2017, Montreal, Canada
Conference papers hal-01815838v1

Confident Interpretations of Black Box Classifiers

Nedeljko Radulovic , Albert Bifet , Fabian Suchanek
2021 International Joint Conference on Neural Networks (IJCNN), Jul 2021, Shenzhen, China. pp.1-8, ⟨10.1109/IJCNN52387.2021.9534234⟩
Conference papers hal-03860636v1
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Commonsense Properties from Query Logs and Question Answering Forums

Julien Romero , Simon Razniewski , Koninika Pal , Jeff Pan , Archit Sakhadeo et al.
28th ACM International Conference on Information and Knowledge Management (CIKM 2019), ACM, Nov 2019, Pékin, China. ⟨10.1145/3357384.3357955⟩
Conference papers hal-02158602v2

Towards a framework for the levels and aspects of selfaware computing systems

Peter Lewis , Kirstie Bellman , Chris Landauer , Lukas Esterle , Kyrre Glette et al.
Self-Aware Computing Systems, S. Kounev, J. O. Kephart, A. Milenkoski, and X. Zhu, editors; Spinger International Publishing, pp.51-85, 2017
Book sections hal-02287558v1

Remembered events are unexpected (Commentary on Mahr \& Csibra: Why do we remember? The communicative function of episodic memory)

Jean-Louis Dessalles
Behavioral and Brain Sciences, 2018, 41, pp.22. ⟨10.1017/S0140525X17001315⟩
Journal articles hal-02287760v1

A Cognitive Control System for Managing Runtime Uncertainty in Self-Integrating Autonomic Systems

Marius Pol , Ada Diaconescu
SISSY workshop, IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), Aug 2020, Washington DC (virtual), France
Conference papers hal-03023108v1

A complexity based approach for solving Hofstadter's analogies

Pierre-Alexandre Murena , Jean-Louis Dessalles , Antoine Cornuéjols
International Conference on Case-Based Reasoning (ICCBR 2017), Jul 2017, Trondheim, Northern Mariana Islands. pp.53-62
Conference papers hal-02287592v1

A Survey on Ensemble Learning for Data Stream Classification

Heitor Murilo Gomes , Jean Paul Barddal , Fabrició Enembreck , Albert Bifet
ACM Computing Surveys, 2017, 50 (2), pp.1 - 36. ⟨10.1145/3054925⟩
Journal articles hal-01689024v1

Low-latency multi-threaded ensemble learning for dynamic big data streams

Diego Marron , Eduard Ayguadé , Jose Herrero , Jesse Read , Albert Bifet et al.
2017 IEEE International Conference on Big Data (Big Data), Dec 2017, Boston, France. ⟨10.1109/BigData.2017.8257930⟩
Conference papers hal-01698138v1
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Towards a Reliable Machine Learning Based Global Misbehavior Detection in C-ITS: Model Evaluation Approach

Issam Mahmoudi , Joseph Kamel , Ines Ben-Jemaa , Arnaud Kaiser , Pascal Urien et al.
International Workshop on Vehicular Adhoc Networks for Smart Cities (IWVSC'2019), Nov 2019, Paris, France
Conference papers hal-02353893v1

On learning guarantees to unsupervised concept drift detection on data streams

Rodrigo de Mello , Yule Vaz , Carlos Grossi , Albert Bifet
Expert Systems with Applications, 2019, 117, pp.90-102. ⟨10.1016/j.eswa.2018.08.054⟩
Journal articles hal-02339493v1
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Gardening Cyber-Physical Systems

Susan Stepney , Ada Diaconescu , René Doursat , Jean-Louis Giavitto , Taras Kowaliw et al.
Unconventionnal Computation and Natural Computation (UCNC'2012), Sep 2012, Orléans, France. pp.1-1
Conference papers hal-01161014v1
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Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams

Maroua Bahri , Bernhard Pfahringer , Albert Bifet , Silviu Maniu
IDA 2020 - 18th International Symposium on Intelligent Data Analysis, Apr 2020, Konstanz / Virtual, Germany. pp.40-53, ⟨10.1007/978-3-030-44584-3_4⟩
Conference papers hal-03190032v1

Reasoning about Human-Friendly Strategies in Repeated Keyword Auctions

Francesco Belardinelli , Wojciech Jamroga , Vadim Malvone , Munyque Mittelmann , Aniello Murano et al.
21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022), International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), May 2022, Auckland (virtual), New Zealand. pp.62--71
Conference papers hal-03666430v1

Natural Strategic Abilities in Voting Protocols

Wojciech Jamroga , Damian Kurpiewski , Vadim Malvone
Socio-Technical Aspects in Security and Trust, 12812, Springer International Publishing, pp.45-62, 2021, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-79318-0_3⟩
Book sections hal-03779036v1

Approximating Perfect Recall when Model Checking Strategic Abilities: Theory and Applications

Francesco Belardinelli , Alessio Lomuscio , Vadim Malvone , Emily Yu
Journal of Artificial Intelligence Research, 2022, 73, pp.897-932. ⟨10.1613/jair.1.12539⟩
Journal articles hal-03779030v1

Measuring the Shattering coefficient of Decision Tree models

Rodrigo de Mello , Chaitanya Manapragada , Albert Bifet
Expert Systems with Applications, 2019, 137, pp.443-452. ⟨10.1016/j.eswa.2019.07.012⟩
Journal articles hal-02339499v1

Boosting decision stumps for dynamic feature selection on data streams

Jean Paul Barddal , Fabrició Enembreck , Heitor Murilo Gomes , Albert Bifet , Bernhard Pfahringer et al.
Information Systems, 2019, 83, pp.13-29. ⟨10.1016/⟩
Journal articles hal-02339508v1

Data stream classification using random feature functions and novel method combinations

Diego Marrón , Jesse Read , Albert Bifet , Nacho Navarro
Journal of Systems and Software, 2017, 127, pp.195 - 204. ⟨10.1016/j.jss.2016.06.009⟩
Journal articles hal-01689025v1

Opening the parallelogram: Considerations on non-Euclidean analogies

Pierre-Alexandre Murena , Antoine Cornuéjols , Jean-Louis Dessalles
International Conference on Case-Based Reasoning (ICCBR 2018), Jul 2018, Stockholm, Sweden
Conference papers hal-02287927v1

Qualifying Causes as Pertinent

Giovanni Sileno , Jean-Louis Dessalles
40th Annual Conference of the Cognitive Science Society, Jul 2018, Madison, WI, United States. pp.2488-2493
Conference papers hal-02287948v1
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Can You Imagine... A Language for Combinatorial Creativity?

Fabian M Suchanek , Colette M Menard , Meghyn Bienvenu , Cyril M Chapellier
ISWC: International Semantic Web Conference, Oct 2016, Kobe, Japan. pp.532-548, ⟨10.1007/978-3-319-46523-4_32⟩
Conference papers lirmm-01400325v1
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What if machines could be creative?

Fabian M Suchanek , Colette M Menard , Meghyn Bienvenu , Cyril Chapellier
ISWC: International Semantic Web Conference, Oct 2016, Kobe, Japan
Conference papers lirmm-01400409v1

Data stream analysis: Foundations, major tasks and tools

Maroua Bahri , Albert Bifet , João Gama , Heitor Murilo Gomes , Silviu Maniu et al.
WIREs Data Mining and Knowledge Discovery, 2021, ⟨10.1002/widm.1405⟩
Journal articles hal-03190000v1
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Linear UCB for Online SON Management

Tony Daher , Sana Ben Jemaa , Laurent Decreusefond
2018 IEEE 87th Vehicular Technology Conference: VTC2018-Spring, Jun 2018, Porto, Portugal
Conference papers hal-01815834v1