A. Bouchachia

Most-cited papers

A survey on concept drift adaptation
João Gama, I. Žliobaitė, A. Bifet, Mykola Pechenizkiy +1 more
2014ACM Computing Surveys4,164 citations Open access
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A review of smart homes in healthcare
Mohsen Amiribesheli, Asma Benmansour, A. Bouchachia
2015Journal of Ambient Intelligence and Humanized Computing174 citations Open access
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Activity Recognition and Abnormal Behaviour Detection with Recurrent Neural Networks
Damla Arifoglu, A. Bouchachia
2017FNC/MobiSPC169 citations Open access
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Multioccupant Activity Recognition in Pervasive Smart Home Environments
Asma Benmansour, A. Bouchachia, M. Feham
2015ACM Computing Surveys122 citations Open access
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Ubiquitous Mobile Health Monitoring System for Elderly (UMHMSE)
A. Bourouis, M. Feham, A. Bouchachia
2011arXiv.org121 citations Open access
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Detection of abnormal behaviour for dementia sufferers using Convolutional Neural Networks
Damla Arifoglu, A. Bouchachia
2019Artif. Intell. Medicine108 citations Open access
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Automatic sub-event detection in emergency management using social media
Daniela Pohl, A. Bouchachia, H. Hellwagner
2012The Web Conference108 citations
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Enhancement of fuzzy clustering by mechanisms of partial supervision
A. Bouchachia, W. Pedrycz
2006Fuzzy Sets Syst.90 citations
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Data Clustering with Partial Supervision
A. Bouchachia, W. Pedrycz
2005Data mining and knowledge discovery74 citations
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Overview of Some Incremental Learning Algorithms
A. Bouchachia, Bogdan Gabrys, Zoheir Sahel
20072007 IEEE International Fuzzy Systems Conference64 citations
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Online indexing and clustering of social media data for emergency management
Daniela Pohl, A. Bouchachia, H. Hellwagner
2016Neurocomputing62 citations Open access
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An Immune Genetic Algorithm for Software Test Data Generation
A. Bouchachia
2007International Conference on Health Information Science62 citations
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M-Health: Skin Disease Analysis System Using Smartphone's Camera
A. Bourouis, Ali Zerdazi, M. Feham, A. Bouchachia
2013ANT/SEIT58 citations Open access
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Multi-resident Activity Recognition Using Incremental Decision Trees
Markus Prossegger, A. Bouchachia
2014International Conference on Adaptive and Intelligent Systems57 citations
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GT2FC: An Online Growing Interval Type-2 Self-Learning Fuzzy Classifier
A. Bouchachia, C. Vanaret
2014IEEE transactions on fuzzy systems56 citations
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A New Architecture of a Ubiquitous Health Monitoring System: A Prototype Of Cloud Mobile Health Monitoring System
A. Bourouis, M. Feham, A. Bouchachia
2012arXiv.org47 citations
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Active learning for classifying data streams with unknown number of classes
S. Mohamad, M. Sayed-Mouchaweh, A. Bouchachia
2018Neural Networks46 citations Open access
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Batch-based active learning: Application to social media data for crisis management
Daniela Pohl, A. Bouchachia, H. Hellwagner
2018Expert systems with applications45 citations Open access
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Fuzzy classification in dynamic environments
A. Bouchachia
2011Soft Computing - A Fusion of Foundations, Methodologies and Applications45 citations
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Social media for crisis management: clustering approaches for sub-event detection
Daniela Pohl, A. Bouchachia, H. Hellwagner
2015Multimedia tools and applications43 citations Open access
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A Bi-Criteria Active Learning Algorithm for Dynamic Data Streams
S. Mohamad, A. Bouchachia, M. Sayed-Mouchaweh
2018IEEE Transactions on Neural Networks and Learning Systems42 citations Open access
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Towards Incremental Fuzzy Classifiers
A. Bouchachia, R. Mittermeir
2006Soft Computing - A Fusion of Foundations, Methodologies and Applications41 citations
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Incremental learning with multi-level adaptation
A. Bouchachia
2011Neurocomputing35 citations
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An evolving classification cascade with self-learning
A. Bouchachia
2010Evolutionary Systematics35 citations
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MSAFIS: an evolving fuzzy inference system
J. J. Rubio, A. Bouchachia
2015Soft Computing - A Fusion of Foundations, Methodologies and Applications34 citations Open access
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Incremental Learning Based on Growing Gaussian Mixture Models
A. Bouchachia, C. Vanaret
20112011 10th International Conference on Machine Learning and Applications and Workshops33 citations
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Modeling interaction in multi-resident activities
Asma Benmansour, A. Bouchachia, M. Feham
2017Neurocomputing31 citations Open access
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Adaptive Mechanisms for Classification Problems with Drifting Data
Zoheir Sahel, A. Bouchachia, Bogdan Gabrys, Paul Rogers
2007International Conference on Knowledge-Based Intelligent Information & Engineering Systems29 citations
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Dynamic Clustering
A. Bouchachia
2012Evolutionary Systematics28 citations Open access
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A Semi-supervised Clutsering Algorithm for Data Exploration
A. Bouchachia, W. Pedrycz
2003International Fuzzy Systems Association World Congress28 citations
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Smart Homes Design for People with Dementia
Mohsen Amiribesheli, A. Bouchachia
2015Australasian Conference on Interactive Entertainment24 citations Open access
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Automatic Identification of Crisis-Related Sub-events Using Clustering
Daniela Pohl, A. Bouchachia, H. Hellwagner
2012International Conference on Machine Learning and Applications21 citations
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A neural cascade architecture for document retrieval
A. Bouchachia, R. Mittermeir
2003Proceedings of ... International Joint Conference on Neural Networks21 citations
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Adaptive ambient intelligence and smart environments [invited talk]
A. Bouchachia
201119 citations
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Learning with partly labeled data
A. Bouchachia
2007Neural computing & applications (Print)18 citations
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Supporting Crisis Management via Sub-event Detection in Social Networks
Daniela Pohl, A. Bouchachia, H. Hellwagner
20122012 IEEE 21st International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises17 citations
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Nature-inspired techniques for conformance testing of object-oriented software
A. Bouchachia, R. Mittermeir, P. Sielecky, S. Stafiej +1 more
2010Applied Soft Computing17 citations
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Radial Basis Function Nets for Time Series Prediction
A. Bouchachia
2009International Journal of Computational Intelligence Systems14 citations Open access
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Classification of XML Documents
A. Bouchachia, Marcus Hassler
2007IEEE Symposium on Computational Intelligence and Data Mining13 citations
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Learning with hybrid data
A. Bouchachia
2005International Conference on Health Information Science12 citations
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Towards Dementia-Friendly Smart Homes
Mohsen Amiribesheli, A. Bouchachia
2016Annual International Computer Software and Applications Conference11 citations Open access
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Supporting Crisis Management via Detection of Sub-Events in Social Networks
Daniela Pohl, A. Bouchachia, H. Hellwagner
2013International Journal of Information Systems for Crisis Response and Management11 citations
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Ant colony optimization for Steiner tree problems
Markus Prossegger, A. Bouchachia
2008International Conference on Soft Computing as Transdisciplinary Science and Technology11 citations
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Incremental Learning By Decomposition
A. Bouchachia
2006International Conference on Machine Learning and Applications11 citations
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Intelligence For Nonlinear Dynamics And Synchronisation
K. Kyamakya, A. Bouchachia, J. Chedjou
201010 citations
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Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems
Mohammed Elmahdi Khennour, A. Bouchachia, M. L. Kherfi, Khadra Bouanane
2023Neural computing & applications (Print)9 citations Open access
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Asynchronous Stochastic Variational Inference
S. Mohamad, A. Bouchachia, M. Sayed-Mouchaweh
2018INNSBDDL9 citations Open access
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Online Processing of Social Media Data for Emergency Management
Daniela Pohl, A. Bouchachia, H. Hellwagner
2013International Conference on Machine Learning and Applications9 citations
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Adaptive incremental learning in neural networks
A. Bouchachia, N. Nedjah
2011Neurocomputing9 citations
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Semi-supervised incremental learning
A. Bouchachia, Markus Prossegger, Hakan Duman
2010International Conference on Fuzzy Systems9 citations
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