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TITLE: Resilience Under Attack: Benchmarking Optimizers Against Poisoning in Federated Learning for Image Classification Using CNN
AUTHORS: Yohannes Biadgligne ; Yassine Baghoussi ; Kai Li; Alípio Jorge ;
PUBLISHED: 2025, SOURCE: 18th International Work-Conference on Artificial Neural Networks, IWANN 2025 in Advances in Computational Intelligence - 18th International Work-Conference on Artificial Neural Networks, IWANN 2025, A Coruña, Spain, June 16-18, 2025, Proceedings, Part I, VOLUME: 16008
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TITLE: Corrector LSTM: built-in training data correction for improved time-series forecasting  Full Text
AUTHORS: Yassine Baghoussi ; Carlos Soares ; João Mendes Moreira ;
PUBLISHED: 2024, SOURCE: Neural Comput. Appl., VOLUME: 36, ISSUE: 26
INDEXED IN: Scopus DBLP CrossRef: 5 Unpaywall
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4
TITLE: Kernel Corrector LSTM
AUTHORS: Tuna, Rodrigo; Baghoussi, Yassine ; Soares, Carlos ; Mendes Moreira, Joao ;
PUBLISHED: 2024, SOURCE: 22nd International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XXII, PT II, IDA 2024, VOLUME: 14642
INDEXED IN: Scopus WOS DBLP CrossRef
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5
TITLE: Interpreting What is Important: An Explainability Approach and Study on Feature Selection
AUTHORS: Rodrigues, Eduardo M.; Baghoussi, Yassine ; Mendes Moreira, Joao ;
PUBLISHED: 2023, SOURCE: 22nd EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE, EPIA 2023, PT I, VOLUME: 14115
INDEXED IN: Scopus WOS CrossRef: 2
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6
TITLE: Pastprop-RNN: improved predictions of the future by correcting the past
AUTHORS: André Baptista; Yassine Baghoussi ; Carlos Soares ; João Mendes Moreira ; Miguel Arantes;
PUBLISHED: 2021, SOURCE: CoRR, VOLUME: abs/2106.13881
INDEXED IN: DBLP
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TITLE: Underground Train Tracking using Mobile Phone Accelerometer Data
AUTHORS: Baghoussi, Y ; Mendes Moreira, J ; Moniz, N ; Soares, C ;
PUBLISHED: 2020, SOURCE: 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC) in 2020 IEEE 23RD INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC)
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8
TITLE: Instance-Based Stacked Generalization for Transfer Learning
AUTHORS: Yassine Baghoussi ; João Mendes Moreira ;
PUBLISHED: 2018, SOURCE: 19th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2018 in Intelligent Data Engineering and Automated Learning - IDEAL 2018 - 19th International Conference, Madrid, Spain, November 21-23, 2018, Proceedings, Part I, VOLUME: 11314
INDEXED IN: Scopus DBLP CrossRef: 1
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9
TITLE: Updating a Robust Optimization Model for Improving Bus Schedules
AUTHORS: Yassine Baghoussi ; Joao Mendes Moreira ; Michael T M Emmerich;
PUBLISHED: 2018, SOURCE: 10th International Conference on Communication Systems and Networks (COMSNETS) in 2018 10TH INTERNATIONAL CONFERENCE ON COMMUNICATION SYSTEMS & NETWORKS (COMSNETS), VOLUME: 2018-January
INDEXED IN: Scopus WOS DBLP CrossRef: 3
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10
TITLE: An Agent-based Model of the Earth System & Climate Change
AUTHORS: Baghoussi, Y ; Campos, PJRM ; Rossetti, RJF ;
PUBLISHED: 2016, SOURCE: 2nd IEEE International Smart Cities Conference (ISC2) in IEEE SECOND INTERNATIONAL SMART CITIES CONFERENCE (ISC2 2016)
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