Abdelhamid Bouchachia

102 papers B 9C 9Journal 51Unranked 27

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Adapting Random Simple Recurrent Network for Online Forecasting Problems. EAIS Mohammed Elmahdi Khennour, Abdelhamid Bouchachia, Mohammed Lamine Kherfi, Khadra Bouanane, Oussama Aiadi
2024	J	`jnl`	Unified embedding and clustering. Expert Syst. Appl. Mebarka Allaoui, Mohammed Lamine Kherfi, Abdelhakim Cheriet, Abdelhamid Bouchachia
2023	J	`jnl`	Randomising the Simple Recurrent Network: a lightweight, energy-efficient RNN model with application to forecasting problems. Neural Comput. Appl. Mohammed Elmahdi Khennour, Abdelhamid Bouchachia, Mohammed Lamine Kherfi, Khadra Bouanane
2022	J	`jnl`	Evolving Neural Networks with Optimal Balance between Information Flow and Connections Cost. CoRR Abdullah Khalili, Abdelhamid Bouchachia
2022	J	`jnl`	Iterative ridge regression using the aggregating algorithm. Pattern Recognit. Lett. Waqas Jamil, Abdelhamid Bouchachia
2022	J	`jnl`	Scaling up Stochastic Gradient Descent for Non-convex Optimisation. CoRR Saad Mohamad, Hamad Alamri, Abdelhamid Bouchachia
2022	J	`jnl`	Scaling up stochastic gradient descent for non-convex optimisation. Mach. Learn. Saad Mohamad, Hamad Alamri, Abdelhamid Bouchachia
2021	J	`jnl`	Competitive Normalized Least-Squares Regression. IEEE Trans. Neural Networks Learn. Syst. Waqas Jamil, Abdelhamid Bouchachia
2021	J	`jnl`	Detection of Dementia-Related Abnormal Behaviour Using Recursive Auto-Encoders. Sensors Damla Arifoglu, Yan Wang, Abdelhamid Bouchachia
2021	J	`jnl`	Toward Building Science Discovery Machines. CoRR Abdullah Khalili, Abdelhamid Bouchachia
2020	J	`jnl`	Active Online Learning for Social Media Analysis to Support Crisis Management. IEEE Trans. Knowl. Data Eng. Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2020	J	`jnl`	Competitive regularised regression. Neurocomputing Waqas Jamil, Abdelhamid Bouchachia
2020	J	`jnl`	Deep online hierarchical dynamic unsupervised learning for pattern mining from utility usage data. Neurocomputing Saad Mohamad, Abdelhamid Bouchachia
2020	J	`jnl`	Detecting indicators of cognitive impairment via Graph Convolutional Networks. Eng. Appl. Artif. Intell. Damla Arifoglu, Hammadi Nait-Charif, Abdelhamid Bouchachia
2020	J	`jnl`	Online Bayesian shrinkage regression. Neural Comput. Appl. Waqas Jamil, Abdelhamid Bouchachia
2020	C	`conf`	Online Gaussian LDA for Unsupervised Pattern Mining from Utility Usage Data. ICMLA Saad Mohamad, Abdelhamid Bouchachia
2020	J	`jnl`	Online active learning for human activity recognition from sensory data streams. Neurocomputing Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia
2019	—	`conf`	Abnormal Behaviour Detection for Dementia Sufferers via Transfer Learning and Recursive Auto-Encoders. PerCom Workshops Damla Arifoglu, Abdelhamid Bouchachia
2019	—	`conf`	Asynchronous Stochastic Variational Inference. INNSBDDL Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh
2019	J	`jnl`	Detection of abnormal behaviour for dementia sufferers using Convolutional Neural Networks. Artif. Intell. Medicine Damla Arifoglu, Abdelhamid Bouchachia
2019	B	`conf`	Online Bayesian Shrinkage Regression. ESANN Waqas Jamil, Abdelhamid Bouchachia
2019	J	`jnl`	Online Gaussian LDA for Unsupervised Pattern Mining from Utility Usage Data. CoRR Saad Mohamad, Abdelhamid Bouchachia
2018	J	`jnl`	A Bi-Criteria Active Learning Algorithm for Dynamic Data Streams. IEEE Trans. Neural Networks Learn. Syst. Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh
2018	J	`jnl`	Active learning for classifying data streams with unknown number of classes. Neural Networks Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia
2018	J	`jnl`	Asynchronous Stochastic Variational Inference. CoRR Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh
2018	J	`jnl`	Batch-based active learning: Application to social media data for crisis management. Expert Syst. Appl. Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2018	—	`conf`	Deep Online Hierarchical Unsupervised Learning for Pattern Mining from Utility Usage Data. UKCI Saad Mohamad, Damla Arifoglu, Chemseddine Mansouri, Abdelhamid Bouchachia
2018	—	`conf`	Model Selection in Online Learning for Times Series Forecasting. UKCI Waqas Jamil, Abdelhamid Bouchachia
2018	—	`conf`	Scalable online learning for flink: SOLMA library. ECSA (Companion) Waqas Jamil, N.-C. Duong, W. Wang, Chemseddine Mansouri, Saad Mohamad, Abdelhamid Bouchachia
2017	—	`conf`	Activity Recognition and Abnormal Behaviour Detection with Recurrent Neural Networks. FNC/MobiSPC Damla Arifoglu, Abdelhamid Bouchachia
2017	J	`jnl`	MSAFIS: an evolving fuzzy inference system. Soft Comput. José de Jesús Rubio, Abdelhamid Bouchachia
2017	J	`jnl`	Modeling interaction in multi-resident activities. Neurocomputing Asma Benmansour, Abdelhamid Bouchachia, Mohammed Feham
2016	—	`conf`	A Literature Review on the Design of Smart Homes for People with Dementia Using a User-Centred Design Approach. BCS HCI Parisa Raei, Abdelhamid Bouchachia
2016	—	`conf`	Active Learning for Data Streams Under Concept Drift and Concept Evolution. STREAMEVOLV@ECML-PKDD Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia
2016	—	`conf`	An Incremental Approach for Real-Time Big Data Visual Analytics. FiCloud Workshops Ignacio Garcia, Ruben Casado, Abdelhamid Bouchachia
2016	J	`jnl`	Multioccupant Activity Recognition in Pervasive Smart Home Environments. ACM Comput. Surv. Asma Benmansour, Abdelhamid Bouchachia, Mohammed Feham
2016	J	`jnl`	Online indexing and clustering of social media data for emergency management. Neurocomputing Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2016	B	`conf`	Towards Dementia-Friendly Smart Homes. COMPSAC Mohsen Amiribesheli, Abdelhamid Bouchachia
2015	—	`conf`	A non-parametric hierarchical clustering model. EAIS Saad Mohamad, Abdelhamid Bouchachia, Moamar Sayed-Mouchaweh
2015	J	`jnl`	A review of smart homes in healthcare. J. Ambient Intell. Humaniz. Comput. Mohsen Amiribesheli, Asma Benmansour, Abdelhamid Bouchachia
2015	—	`ch.`	Information Propagation in Social Networks During Crises: A Structural Framework. Propagation Phenomena in Real World Networks Daniela Pohl, Abdelhamid Bouchachia
2015	—	`conf`	Keynote speaker 1: Active online learning. EAIS Abdelhamid Bouchachia
2015	B	`conf`	Smart Homes Design for People with Dementia. Intelligent Environments Mohsen Amiribesheli, Abdelhamid Bouchachia
2015	J	`jnl`	Social media for crisis management: clustering approaches for sub-event detection. Multim. Tools Appl. Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2014	J	`jnl`	A survey on concept drift adaptation. ACM Comput. Surv. João Gama, Indre Zliobaite, Albert Bifet, Mykola Pechenizkiy, Abdelhamid Bouchachia
2014	—	`ed.`	Adaptive and Intelligent Systems - Third International Conference, ICAIS 2014, Bournemouth, UK, September 8-10, 2014. Proceedings ICAIS Abdelhamid Bouchachia
2014	J	`jnl`	GT2FC: An Online Growing Interval Type-2 Self-Learning Fuzzy Classifier. IEEE Trans. Fuzzy Syst. Abdelhamid Bouchachia, Charlie Vanaret
2014	—	`conf`	Multi-resident Activity Recognition Using Incremental Decision Trees. ICAIS Markus Prossegger, Abdelhamid Bouchachia
2014	J	`jnl`	Online and interactive self-adaptive learning of user profile using incremental evolutionary algorithms. Evol. Syst. Abdelhamid Bouchachia, Arthur Lena, Charlie Vanaret
2014	J	`jnl`	Online data processing. Neurocomputing Abdelhamid Bouchachia
2014	B	`conf`	Self-learning recursive neural networks for structured data classification. IJCNN Abdelhamid Bouchachia, Alexander Ortner
2014	J	`jnl`	Special Issue: Evolving Soft Computing Techniques and Applications. Appl. Soft Comput. Abdelhamid Bouchachia, Edwin Lughofer, Moamar Sayed-Mouchaweh
2013	B	`conf`	An Empirical Investigation of Virtual Screening. SMC Amir Ali Rafati-Afshar, Abdelhamid Bouchachia
2013	J	`jnl`	Editorial of the special issue: Online fuzzy machine learning and data mining. Inf. Sci. Abdelhamid Bouchachia, Edwin Lughofer, Daniel Sánchez
2013	—	`conf`	M-Health: Skin Disease Analysis System Using Smartphone's Camera. ANT/SEIT Abderrahim Bourouis, Ali Zerdazi, Mohammed Feham, Abdelhamid Bouchachia
2013	—	`conf`	Online Processing of Social Media Data for Emergency Management. ICMLA (1) Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2013	J	`jnl`	Supporting Crisis Management via Detection of Sub-Events in Social Networks. Int. J. Inf. Syst. Crisis Response Manag. Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2012	J	`jnl`	A New Architecture of a Ubiquitous Health Monitoring System: A Prototype Of Cloud Mobile Health Monitoring System CoRR Abderrahim Bourouis, Mohammed Feham, Abdelhamid Bouchachia
2012	—	`conf`	Automatic Identification of Crisis-Related Sub-events Using Clustering. ICMLA (2) Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2012	—	`conf`	Automatic sub-event detection in emergency management using social media. WWW (Companion Volume) Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2012	J	`jnl`	Dynamic Clustering. Evol. Syst. Abdelhamid Bouchachia
2012	J	`jnl`	Introduction to the special section on self-adaptive systems: Models and algorithms. ACM Trans. Auton. Adapt. Syst. Abdelhamid Bouchachia, Nadia Nedjah
2012	—	`conf`	Neurodynamical Top-Down Processing during Auditory Attention. ICONIP (2) Emili Balaguer-Ballester, Abdelhamid Bouchachia, Beibei Jiang, Susan L. Denham
2012	C	`conf`	Supporting Crisis Management via Sub-event Detection in Social Networks. WETICE Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner
2011	J	`jnl`	A hybrid ensemble approach for the Steiner tree problem in large graphs: A geographical application. Appl. Soft Comput. Abdelhamid Bouchachia, Markus Prossegger
2011	—	`ed.`	Adaptive and Intelligent Systems - Second International Conference, ICAIS 2011, Klagenfurt, Austria, September 6-8, 2011. Proceedings ICAIS Abdelhamid Bouchachia
2011	J	`jnl`	Adaptive incremental learning in neural networks. Neurocomputing Abdelhamid Bouchachia, Nadia Nedjah
2011	J	`jnl`	Editorial: Dedicated Hardware for Neural and Fuzzy Systems. J. Circuits Syst. Comput. Nadia Nedjah, Abdelhamid Bouchachia, Luiza de Macedo Mourelle
2011	J	`jnl`	Fuzzy classification in dynamic environments. Soft Comput. Abdelhamid Bouchachia
2011	—	`conf`	Incremental Learning Based on Growing Gaussian Mixture Models. ICMLA (2) Abdelhamid Bouchachia, Charlie Vanaret
2011	—	`conf`	Incremental Semi-automatic Correction of Misclassified Spatial Objects. ICAIS Markus Prossegger, Abdelhamid Bouchachia
2011	J	`jnl`	Incremental learning with multi-level adaptation. Neurocomputing Abdelhamid Bouchachia
2011	J	`jnl`	Ubiquitous Mobile Health Monitoring System for Elderly (UMHMSE) CoRR Abderrahim Bourouis, Mohammed Feham, Abdelhamid Bouchachia
2010	J	`jnl`	An evolving classification cascade with self-learning. Evol. Syst. Abdelhamid Bouchachia
2010	J	`jnl`	Nature-inspired techniques for conformance testing of object-oriented software. Appl. Soft Comput. Abdelhamid Bouchachia, Roland T. Mittermeir, P. Sielecky, S. Stafiej, M. Zieminski
2010	B	`conf`	Semi-supervised incremental learning. FUZZ-IEEE Abdelhamid Bouchachia, Markus Prossegger, Hakan Duman
2009	—	`conf`	A Bi-Clustering Agent-based Approach for Map Segmentation. IEEE IA Abdelhamid Bouchachia, Markus Prossegger
2009	—	`ch.`	Adaptation in Classification Systems. Foundations of Computational Intelligence (2) Abdelhamid Bouchachia
2009	J	`jnl`	Computational Intelligence Applied to Nonlinear Dynamics and Synchronization. Int. J. Comput. Intell. Syst. Abdelhamid Bouchachia, Kyandoghere Kyamakya
2009	—	`ch.`	Incremental Learning. Encyclopedia of Data Warehousing and Mining Abdelhamid Bouchachia
2009	—	`ch.`	Learning with Partial Supervision. Encyclopedia of Data Warehousing and Mining Abdelhamid Bouchachia
2009	J	`jnl`	Radial Basis Function Nets for Time Series Prediction. Int. J. Comput. Intell. Syst. Abdelhamid Bouchachia
2008	—	`conf`	Ant colony optimization for Steiner tree problems. CSTST Markus Prossegger, Abdelhamid Bouchachia
2007	—	`conf`	Adaptive Mechanisms for Classification Problems with Drifting Data. KES (2) Zoheir Sahel, Abdelhamid Bouchachia, Bogdan Gabrys, Paul Rogers
2007	C	`conf`	An Immune Genetic Algorithm for Software Test Data Generation. HIS Abdelhamid Bouchachia
2007	C	`conf`	Classification of XML Documents. CIDM Abdelhamid Bouchachia, Marcus Hassler
2007	J	`jnl`	Learning with partly labeled data. Neural Comput. Appl. Abdelhamid Bouchachia
2007	B	`conf`	Overview of Some Incremental Learning Algorithms. FUZZ-IEEE Abdelhamid Bouchachia, Bogdan Gabrys, Zoheir Sahel
2007	J	`jnl`	Towards Incremental Fuzzy Classifiers. Soft Comput. Abdelhamid Bouchachia, Roland T. Mittermeir
2006	J	`jnl`	Data Clustering with Partial Supervision. Data Min. Knowl. Discov. Abdelhamid Bouchachia, Witold Pedrycz
2006	J	`jnl`	Enhancement of fuzzy clustering by mechanisms of partial supervision. Fuzzy Sets Syst. Abdelhamid Bouchachia, Witold Pedrycz
2006	C	`conf`	Incremental Learning By Decomposition. ICMLA Abdelhamid Bouchachia
2006	—	`conf`	Learning with Incrementality. ICONIP (1) Abdelhamid Bouchachia
2006	C	`conf`	Reverse Engineering of Rule-based Systems. SEKE Abdelhamid Bouchachia, Daniel Wakounig
2005	C	`conf`	Learning with Hybrid Data. HIS Abdelhamid Bouchachia
2005	—	`conf`	On the Scarcity of Labeled Data. CIMCA/IAWTIC Abdelhamid Bouchachia
2005	—	`conf`	Searching XML Documents - Preliminary Work. INEX Marcus Hassler, Abdelhamid Bouchachia
2004	B	`conf`	Multiple Instance Learning with Radial Basis Function Neural Networks. ICONIP Abdelhamid Bouchachia
2003	C	`conf`	A Semi-supervised Clutsering Algorithm for Data Exploration. IFSA Abdelhamid Bouchachia, Witold Pedrycz
2003	B	`conf`	A neural cascade architecture for document retrieval. IJCNN Abdelhamid Bouchachia, Roland T. Mittermeir
2003	—	`conf`	Distributed Data Clustering. CAiSE Short Paper Proceedings Abdelhamid Bouchachia
2000	C	`conf`	Document Identification by Shallow Semantic Analysis. NLDB Abdelhamid Bouchachia, Roland T. Mittermeir, Heinz Pozewaunig