Addi Ait-Mlouk
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Publications

Publications

Journal articles, conference papers, book chapters and my PhD thesis, newest first. Use Cite on any paper for its BibTeX.

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43
publications
16
journal articles
24
conference papers
Papers per year
43 results
2026 3 papers
ConferenceFederated learning
FedRecall: Gradient History Replay for Cold-Start Clients in Federated Learning

Addi Ait-Mlouk, Omar Ait-Mlouk, F. A. Baali, C. Lhasnaoui

2nd International Conference on Federated Learning and Intelligent Computing Systems (FLICS), Valencia, Spain, pp. 457-461

Paper
ConferenceData mining & NLP
LLM-Simulated Users for Rapid Usability Evaluation of Decision Support Tools

Addi Ait-Mlouk, Omar Ait-Mlouk

2nd International Conference on Human-AI Interaction and Experience Design (HAXD), Valencia, Spain, pp. 237-242

Paper
JournalFederated learning
Federated Learning for Large Language Models: Opportunities, Challenges, and Open Research Directions

Fatiha Ait Baali, Chaima Lhasnaoui, Addi Ait-Mlouk, Tarik Agouti

Journal of Machine Learning (to appear)

2025 2 papers
ConferenceFederated learning
Adaptive Aggregation for Robust Federated Learning Against Label Flipping and Backdoor Attacks

Chaima Lhasnaoui, Oscar Bergling, Addi Ait-Mlouk, Tarik Agouti

International Conference on Fog and Mobile Edge Computing (FMEC) 2025

Paper
JournalIndustry
Investigation on eXtreme Gradient Boosting for cutting force prediction in milling

Thomas Heitz, Ning He, Addi Ait-Mlouk, Daniel Bachrathy, Ni Chen, Guolong Zhao, Liang Li

Journal of Intelligent Manufacturing 2025

Paper
2024 3 papers
ConferenceFederated learningHealthcare
Bridging AI and Privacy: Federated Learning for Leukemia Diagnosis

C. Lhasnaoui, Addi Ait-Mlouk, T. Agouti, M. Sadgal

2024 2nd International Conference on Federated Learning Technologies and Applications (FLTA), Valencia, Spain

Paper
ConferenceFederated learningHealthcare
Decentralized Diagnosis: Privacy-Preserving Brain Tumor Classification with Federated Learning

Chaima Lhasnaoui, Addi Ait-Mlouk, Tarik Agouti, Mohammed Sadgal

KDD 2024 Workshop - Artificial Intelligence and Data Science for Healthcare, Barcelona, Spain

JournalFederated learning
Toward efficient resource utilization at edge nodes in federated learning

Sadi Alawadi, Addi Ait-Mlouk, Salman Toor, Andreas Hellander

Progress in Artificial Intelligence 2024

Paper
2022 4 papers
JournalFederated learning
FedQAS: Privacy-Aware Machine Reading Comprehension with Federated Learning

Addi Ait-Mlouk, Sadi A. Alawadi, Salman Toor, Andreas Hellander

Applied Sciences 2022, 12, 3130

Paper
JournalData mining & NLP
Arabic Named Entity Recognition on Social Media based on BiLSTM-CRF using an attention mechanism

Brahim Ait Ben Ali, Addi Ait-Mlouk, Soukaina Mihi, Ismail El Bazi, Nabil Laachfoubi

Journal of Intelligent and Fuzzy Systems (JIFS) 2022

ConferenceFederated learningCORE A
Scalable federated machine learning with FEDn

Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Desislava Stoyanova, Ola Spjuth, Salman Toor, Andreas Hellander

2022 IEEE/ACM 22nd International Symposium on Cluster, Cloud and Internet Computing (CCGrid), pp. 21-30

Paper Code
Book chapterData mining & NLP
Fuzzy Set Theory-Based Approach for Mining Spatial Association Rules: Road Accident as a Case Study

Addi Ait-Mlouk, Ait-Mlouk M., El Mazouri FZ., Dey A., Agouti T.

AI and IoT for Sustainable Development in Emerging Countries. Lecture Notes on Data Engineering and Communications Technologies, vol 105. Springer

Paper
2021 1 paper
PreprintFederated learning
Scalable federated machine learning with FEDn

Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Desislava Stoyanova, Ola Spjuth, Salman Toor, Andreas Hellander

arXiv 2021

Paper
2020 3 papers
JournalData mining & NLP
WINFRA: A Web-Based Platform for Semantic Data Retrieval and Data Analytics

Addi Ait-Mlouk, Vu, X.-S., Jiang, L.

Mathematics 2020

Paper
JournalData mining & NLP
kbot: a knowledge graph based chatbot for natural language understanding over linked data

Addi Ait-Mlouk, Lili Jiang

IEEE Access, vol. 8, pp. 149220-149230, 2020

Paper
ConferenceData mining & NLPCORE A
A Web-based Platform for Mining and Ranking Association Rules

Addi Ait-Mlouk, Lili Jiang

ECIR The 42st European Conference on Information Retrieval, April 14-17, 2020, Lisbon, Spain

Paper
2019 5 papers
Paper
ConferenceData mining & NLPCORE A*
Graph-based Interactive Data Federation System for Heterogeneous Data Retrieval and Analytics

Xuan-Son Vu, Addi Ait-Mlouk, Erik Elmroth, Lili Jiang

The 30th TheWebConf'19 (formerly WWW), May 13-17, 2019. San Francisco, California, U.S.

Paper
ConferenceData mining & NLP
Improving RDF data through semantic association rules mining

Addi Ait-Mlouk, Xuan-Son Vu, Erik Elmroth, Lili Jiang

The 31st annual workshop of the Swedish Artificial Intelligence Society (SAIS 2019), June 18-19, Umeå, Sweden

Paper
Conference
Privacy-concerns in the Era of AI and Social Network Sites

Xuan-Son Vu, Addi Ait-Mlouk, Erik Elmroth, Lili Jiang

The 31st annual workshop of the Swedish Artificial Intelligence Society (SAIS 2019), June 18-19, Umeå, Sweden

ConferenceData mining & NLP
Privacy-aware Data Federation Infrastructure

Lili Jiang, Xuan-Son Vu, Addi Ait-Mlouk, Anders Brändström, Erik Elmroth

The 31st annual workshop of the Swedish Artificial Intelligence Society (SAIS 2019), June 18-19, Umeå, Sweden

2018 2 papers
Paper
JournalNetworks & security
Stable routing protocol based on fuzzy logic system in vehicular ad hoc networks

Marzak B, Addi Ait-Mlouk, El Moumni S, Benlahmar E, Talea M.

Int J Commun Syst., 2018

Paper
2017 9 papers
JournalData mining & NLP
An improved approach for association rules mining using multi-criteria decision support system: A case study in road safety

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

European Transport Research Review, 2017

Paper
JournalData mining & NLP
Mining and prioritization of association rules for Big Data: Multi-criteria decision analysis approach

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

Journal of Big Data, 2017

Paper
JournalData mining & NLP
Multi-criteria decisional approach for extracting relevant association rules

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

Int. J. of Computational Science and Engineering, 2017

Paper
JournalData mining & NLP
Application of big data analysis with decision Tree for road accident

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

Indian Journal of Science and Technology, Vol. 10, No. 29, pp. 1-10

Paper
JournalData mining & NLP
Intelligent transport system for road safety based data mining approach

Addi Ait-Mlouk, Kamsa, I., Gharnati, F., Agouti, T.

International Journal of Control and Automation, Vol.10, No.8, pp.13-22

JournalIndustryNetworks & security
A Choice of Symmetric Cryptographic Algorithms based on Multi-Criteria Analysis Approach for Securing Smart Grid

Raja Mouachi, Addi Ait-Mlouk, Fatima Gharnati, Mustapha Raoufi

Indian Journal of Science and Technology, Vol. 10, No. 39, pp. 1-9

Paper
ConferenceData mining & NLP
Application of big data analysis with decision Tree for road accident

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

3rd International Conference on Green Computing and Engineering Technologies, August 8-10, Killaloe, County Clare, Ireland

Paper
ConferenceData mining & NLP
Intelligent transport system for road safety based data mining approach

Addi Ait-Mlouk, Kamsa, I., Gharnati, F., Agouti, T.

3rd International Conference on Green Computing and Engineering Technologies, August 8-10, Killaloe, County Clare, Ireland

ConferenceData mining & NLP
An Approach Based on MapReduce and Decision Tree to Improve Road Safety in Morocco

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

International symposium on data engineering and information systems (DEIS'2017), Mai 19-05, 2017, Marrakech, Morocco

2016 4 papers
JournalData mining & NLP
Multi-Agent Based Modeling for Extracting Relevant Association Rules Using a Multi-Criteria Analysis Approach

Addi Ait-Mlouk, Gharnati, F. Agouti, T.

Vietnam Journal of Computer Science, Vol.3, N.4, pp 235–245, 2016

Paper
ConferenceData mining & NLP
An approach based on association rules mining to improve road safety in Morocco

Addi Ait-Mlouk, A. Tarik, G. Fatima

International Conference on Information Technology for Organizations Development (IT4OD), Fez, 2016, pp. 1-6

Paper
ConferenceData mining & NLP
Mining Traffic Accident from Big Data: The case study of Morocco

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

The First International Conference of High Innovation in Computer Science (ICHICS'2016), June 01-03, 2016, Kenitra, Morocco

Conference
Formation Science des Données

Addi Ait-Mlouk

La Conférence Internationale Francophone AAFD SFC, Mai 22-26, 2016, Marrakech, Morocco

2015 7 papers
ConferenceData mining & NLP
A choice of relevant association rules based on multi-criteria analysis approach

Addi Ait-Mlouk, A. Tarik, G. Fatima, D. Badi

5th International Conference on Information and Communication Technology and Accessibility (ICTA), Marrakech, Morocco, 2015, pp. 1-6

Paper
ConferenceData mining & NLP
Comparative survey of association rule mining algorithms based on multiple-criteria decision analysis approach

Addi Ait-Mlouk, A. Tarik, G. Fatima

3rd International Conference on Control, Engineering and Information Technology (CEIT), Tlemcen, Algeria 2015, pp. 1-6

Paper
ConferenceData mining & NLP
Association Rules Mining based On Electre Tri Method

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

The 4th International Conference on Software Engineering and New Technologies (ICSENT'2015), December, 20-24, 2015, Istanbul, Turkey

ConferenceData mining & NLP
Evaluation of association rules extraction algorithms

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

International Conference on Networked Systems (NETYS'2015), May 13-15, 2015. Agadir, Morocco

ConferenceNetworks & security
Classification of routing Protocol in WSNs

Aznaoui, H., Addi Ait-Mlouk

The 4th International Conference on Software Engineering and New Technologies (ICSENT-2015), December, 20-24, 2015, Istanbul, Turkey

ConferenceNetworks & security
A comparative study of routing protocols in WSN

H. Aznaoui, S. Raghay, L. Aziz, Addi Ait-Mlouk

5th International Conference on Information and Communication Technology and Accessibility (ICTA), Marrakech, Morocco, 2015, pp. 1-6

ConferenceData mining & NLP
On selecting interestingness measures for association rules extraction based on electre tri method

Addi Ait-Mlouk, Gharnati, F., Agouti, T.

1er forum de la recherche scientifique, Jun, 2015. Marrakech, Morocco

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