Publications

A machine learning system for automated whole-brain seizure detection

A machine learning system for automatic detection of preterm activity using artificial neural networks and uterine electromyography data

Cartes auto-organisatrices pour la classification des données de type intervalle en se basant sur la distance city-block

Compression methods for mechanical vibration signals: Application to the plane engines

Interval data clustering using self-organizing maps based on adaptive Mahalanobis distances

Kohonen neural networks for interval-valued data clustering

Mixture Model Clustering of Binned Uncertain Data

Artificial Neural Network dexterous robotics hand optimal control methodology: grasping and manipulation forces optimization

Diagnostic des moteurs à induction par analyse de la matrice spectrale des trois courants d’alimentation

Biomimetic control architecture for robotic cooperative tasks

Keynote Speaker talk on: “The place of intelligent systems for industrial automation in the four industrial revolutions towards Industry 4.0”

Keynote Speaker talk on: “Self-organizing maps for interval-valued data. Application to the analysis of climate and meteorological data”

Keynote Speaker talk on: “Self-organizing maps for interval-valued data. Trend to clustering of big data”

Keynote Speaker talk on: “Promising approaches to big data clustering and classification”

Keynote Speaker talk on: “Maximum likelihood estimation from interval-valued data. Application to fuzzy clustering”

Data representation in sentiment analysis task

A mixture model approach to big data clustering and classification

Keynote Speaker talk on: “Mixture model approaches to big data clustering and classification”

Partially synthesised dataset to improve prediction accuracy

A mobile health monitoring application for obesity management and control using the internet-of-things

Proceedings of the International Conference on Information Society and Smart Cities (ISC 2018)

Proceedings of the International Conference on Energy Engineering and Smart Grids (ESG 2018)

Proceedings of the International Conference on Advanced Wireless Information, Data, and Communication Technologies (AWICT 2017)

Proceedings of the International Conference on Internet of Things and Machine Learning (IML 2017)

Proceedings of the International Conference on Developments in eSystems Engineering (DeSE 2017)

Proceedings of the International Conference on Internet of Things, Data and Cloud Computing (ICC 2017)

Proceedings of the International Conference on Big Data and Advanced Wireless Technologies (BDAW 2016)

Proceedings of the International Conference on Developments in eSystems Engineering (DeSE 2016)

Prediction of intrapartum hypoxia from cardiotocography data using machine learning

Block matching algorithms for motion estimation – A comparison study

Clustering of Interval Data using Self-Organizing Maps – Application to Meteorological Data

Control of Snake Type Biomimetic Structure

Bio-inspired Transputer Based-Fuzzy Mobile Robot

Développement de méthodes de classification pour le contrôle par émission acoustique d’appareils à pression