Mourad Oussalah

Affiliations:
  • University of Oulu, Finland (since 2016)
  • University of Birmingham, UK (2003 - 2016)
  • City University of London, UK (2000 - 2002)
  • KU Leuven, Belgium (1998 - 1999)


According to our database1, Mourad Oussalah authored at least 116 papers between 1997 and 2022.

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Bibliography

2022
Knowledge-based sentence semantic similarity: algebraical properties.
Prog. Artif. Intell., 2022

SAM: Self-augmentation mechanism for COVID-19 detection using chest X-ray images.
Knowl. Based Syst., 2022

Fall detection using body geometry and human pose estimation in video sequences.
J. Vis. Commun. Image Represent., 2022

Gene selection for microarray data classification via multi-objective graph theoretic-based method.
Artif. Intell. Medicine, 2022

2021
A User-Centric Mechanism for Sequentially Releasing Graph Datasets under Blowfish Privacy.
ACM Trans. Internet Techn., 2021

Data expansion using back translation and paraphrasing for hate speech detection.
Online Soc. Networks Media, 2021

Robust model adaption for colour-based particle filter tracking with contextual information.
J. Vis. Commun. Image Represent., 2021

Bone microarchitecture characterization based on fractal analysis in spatial frequency domain imaging.
Int. J. Imaging Syst. Technol., 2021

DziriBERT: a Pre-trained Language Model for the Algerian Dialect.
CoRR, 2021

A systematic review of Hate Speech automatic detection using Natural Language Processing.
CoRR, 2021

Attention-based CNN-GRU Model For Automatic Medical Images Captioning: ImageCLEF 2021.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Gene Selection for Cancer Diagnosis via Iterative Graph Clustering-Based Approach Communication.
Proceedings of the Workshop on Towards Smarter Health Care: Can Artificial Intelligence Help? co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AIxIA2021), 2021

2020
Hybrid Kriging and multilayer perceptron neural network technique for coverage prediction in cellular networks.
Int. J. Parallel Emergent Distributed Syst., 2020

A hybrid approach for paraphrase identification based on knowledge-enriched semantic heuristics.
Lang. Resour. Evaluation, 2020

Location Fixing and Fingerprint Matching Fingerprint Map Construction for Indoor Localization.
J. Sensors, 2020

On the use of distributed semantics of tweet metadata for user age prediction.
Future Gener. Comput. Syst., 2020

A survey of fuzzy logic in wireless localization.
EURASIP J. Wirel. Commun. Netw., 2020

Gender Identification from Arabic Speech Using Machine Learning.
Proceedings of the Modelling and Implementation of Complex Systems, 2020

Reconciling Image Captioning and User's Comments for Urban Tourism.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

Impact of Quality Of Images On Users Behavior On Social Media.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

Fall Detection using Body Geometry in Video Sequences.
Proceedings of the Tenth International Conference on Image Processing Theory, 2020

MaTED: Metadata-Assisted Twitter Event Detection System.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

Vision-Based Multi-Modal Framework for Action Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Vision-Based Fall Detection Using Body Geometry.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

AI Explainability. A Bridge Between Machine Vision and Natural Language Processing.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
A Robust Method for MR Image Segmentation and Multiple Scleroses Detection.
J. Medical Imaging Health Informatics, 2019

SRL-ESA-TextSum: A text summarization approach based on semantic role labeling and explicit semantic analysis.
Inf. Process. Manag., 2019

MAuto: Automatic Mobile Game Testing Tool Using Image-Matching Based Approach.
Comput. Games J., 2019

Keynote Speech 5: Social Network Analysis. Why is it needed? How to do it? What can we expect from it?
Proceedings of the Sixth International Conference on Social Networks Analysis, 2019

Mining Health Discussions on Suomi24.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Exploration of Quantitative Factors Affecting the Popularity of Users in an Online Community.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Privacy preserving sentiment analysis on multiple edge data streams with Apache NiFi.
Proceedings of the European Intelligence and Security Informatics Conference, 2019

Crime Prediction Using Hotel Reviews?
Proceedings of the European Intelligence and Security Informatics Conference, 2019

Mining Security discussions in Suomi24.
Proceedings of the European Intelligence and Security Informatics Conference, 2019

On Online Hate Speech Detection. Effects of Negated Data Construction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition.
Pattern Anal. Appl., 2018

Semantic and Heuristic Based Approach for Paraphrase Identification.
Proceedings of the 14th International Conference on Semantics, Knowledge and Grids, 2018

On the Use of URLs and Hashtags in Age Prediction of Twitter Users.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Forecasting Weekly Crude Oil Using Twitter Sentiment of U.S. Foreign Policy and Oil Companies Data.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

On Wordsense Disambiguation through Morphological Transformation and Semantic Distance and Domain Link Knowledge.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

Correlating Refugee Border Crossings with Internet Search Data.
Proceedings of the 2018 IEEE International Conference on Information Reuse and Integration, 2018

On the use of contextual information for robust colour-based particle filter tracking.
Proceedings of the Eighth International Conference on Image Processing Theory, 2018

On Detecting Online Radicalization Using Natural Language Processing.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Inferring Demographic Data of Marginalized Users in Twitter with Computer Vision APIs.
Proceedings of the European Intelligence and Security Informatics Conference, 2018

SemanPhone: Combining Semantic and Phonetic Word Association in Verbal Learning Context.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Covert Online Ethnography and Machine Learning for Detecting Individuals at Risk of Being Drawn into Online Sex Work.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Meta-Terrorism: Identifying Linguistic Patterns in Public Discourse After an Attack.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Face antispoofing based on frame difference and multilevel representation.
J. Electronic Imaging, 2017

Fuzzy extended Kalman filter for dynamic mobile localization in urban area using wireless network.
Appl. Soft Comput., 2017

Novel Semantics-based Distributed Representations for Message Polarity Classification using Deep Convolutional Neural Networks.
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

On Web Based Sentence Similarity for Paraphrasing Detection.
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

A on Spam Filtering Classification: A Majority Voting like Approach.
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017

Towards the Quantification of Human-Robot Imitation Using Wearable Inertial Sensors.
Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

Catchem: A Browser Plugin for the Panama Papers Using Approximate String Matching.
Proceedings of the European Intelligence and Security Informatics Conference, 2017

Cyberbullying System Detection and Analysis.
Proceedings of the European Intelligence and Security Informatics Conference, 2017

Smoking Cessation Causes: Contrasting Evidence from Social Media and Online Forums.
Proceedings of the Workshop on Social Media for Personalization and Search co-located with 39th European Conference on Information Retrieval, 2017

2016
Collaborative Tracking for Multiple Objects in the Presence of Inter-Occlusions.
IEEE Trans. Circuits Syst. Video Technol., 2016

An automated system for grammatical analysis of Twitter messages. A learning task application.
Knowl. Based Syst., 2016

Performance evaluation of particle filter based visual tracking.
J. Intell. Fuzzy Syst., 2016

Understanding movement variability of simplistic gestures using an inertial sensor.
Proceedings of the 5th ACM International Symposium on Pervasive Displays, 2016

New and robust method for trabecular bone texture based on fractal dimension.
Proceedings of the IECON 2016, 2016

An Iterative Graph-Based Generic Single and Multi Document Summarization Approach Using Semantic Role Labeling and Wikipedia Concepts.
Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016

A New Optimal Neuro-Fuzzy Inference System for MR Image Classification and Multiple Scleroses Detection.
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

2015
On the use of inclusion structure in fuzzy clustering algorithm in case of Gaussian membership functions.
J. Intell. Fuzzy Syst., 2015

Multiple target tracking using particle filtering and multiple model for manoeuvring targets.
Int. J. Autom. Control., 2015

Multivariable fuzzy inference system for fingerprinting indoor localization.
Fuzzy Sets Syst., 2015

Similarity-Based Query-Focused Multi-document Summarization Using Crowdsourced and Manually-built Lexical-Semantic Resources.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

ANFIS: General description for modeling dynamic objects.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014
A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data.
Kybernetes, 2014

Robust model adaptation for tracking with online weighted color and shape feature.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

2013
A software architecture for Twitter collection, search and geolocation services.
Knowl. Based Syst., 2013

Multivariable Fuzzy Inference with Multi Nearest Neighbour for Indoor WLAN Localization Based on RSS Fingerprint.
Proceedings of the 15th International Conference on Computer Modelling and Simulation, 2013

Scale modification through particle distribution in colour based tracking.
Proceedings of the Conference on Visual Media Production 2013, 2013

2012
Data Association in Multi-target Tracking Using Belief Function.
J. Intell. Robotic Syst., 2012

Fuzzy emotion recognition model for video sequences.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Object tracking using level set and MPEG 7 color features.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

2011
Using SSM for Enhancing Summarization.
Proceedings of the Fourth Text Analysis Conference, 2011

2010
Track-To-Track Measurement Fusion Architectures and Correlation Analysis.
J. Univers. Comput. Sci., 2010

Summarizing with Wikipedia.
Proceedings of the Third Text Analysis Conference, 2010

Evidential Data Association Filter.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Methods, 2010

Centroid-based Classification Enhanced with Wikipedia.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

2009
A modified fuzzy clustering for documents retrieval: application to document categorization.
J. Oper. Res. Soc., 2009

2008
A New Fuzzy Set Merging Technique Using Inclusion-Based Fuzzy Clustering.
IEEE Trans. Fuzzy Syst., 2008

On the use of divergence distance in fuzzy clustering.
Fuzzy Optim. Decis. Mak., 2008

Personalized information retrieval system in the framework of fuzzy logic.
Expert Syst. Appl., 2008

A Semantic Summarization System: University of Birmingham at TAC 2008.
Proceedings of the First Text Analysis Conference, 2008

Joint Multiple Target Tracking and Classification Using Controlled Based Cheap JPDA-Multiple Model Particle Filter in Cluttered Environment.
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

2007
Combination of GSM and GPS signals for Mobile Positioning and Location Service Using Kalman Filter.
Proceedings of the World Congress on Engineering, 2007

2005
Personalized Information Retrieval system in the Framework of Fuzzy Logic.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005

2004
Some notes on fusion of uncertain information.
Int. J. Intell. Syst., 2004

Combination of Qualitative and Quantitative Sources of Knowledge for Risk Assessment in the Framework of Possibility Theory.
Int. J. Gen. Syst., 2004

A neural network approach for railway safety prediction.
Proceedings of the IEEE International Conference on Systems, 2004

Probabilistic-fuzzy clustering algorithm.
Proceedings of the IEEE International Conference on Systems, 2004

2003
Analysis of serial-parallel systems in the framework of fuzzy/possibility approach. Part I. Appraisal: case of independent components.
Reliab. Eng. Syst. Saf., 2003

Application of a Possibilitic-Based Approach to Mobile Robotics.
J. Intell. Robotic Syst., 2003

Approximated fuzzy LR computation.
Inf. Sci., 2003

On the use of Hamacher's t-norms family for information aggregation.
Inf. Sci., 2003

Integration and design of multi-modal interfaces for supervisory control systems.
Inf. Fusion, 2003

From adaptive to progressive combination of possibility distributions.
Fuzzy Sets Syst., 2003

2002
Kalman Filter Approach for Lane Extraction and Following.
J. Intell. Robotic Syst., 2002

Hybrid fuzzy probabilistic data association filter and joint probabilistic data association filter.
Inf. Sci., 2002

On the normalization of subnormal possibility distributions: New investigations.
Int. J. Gen. Syst., 2002

Robust Fuzzy Linear Regression And Application For Contact Identification.
Intell. Autom. Soft Comput., 2002

On the compatibility between defuzzification and fuzzy arithmetic operations.
Fuzzy Sets Syst., 2002

2001
Intelligent Adaptive Mobile Robot Navigation.
J. Intell. Robotic Syst., 2001

New fusion methodology approach and application to mobile robotics: investigation in the framework of possibility theory.
Inf. Fusion, 2001

Suboptimal Multiple Model Filter for Mobile Robot Localization.
Int. J. Robotics Res., 2001

A New Derivation of Centoid Defuzzification.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Theoretical foundation for iterative assessment of conditional confidence measures in the framework of conditional measure theoretic-approach.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

Reduction to independent variables: from normal distribution to general statistical case to fuzzy.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

Combination of qualitative and quantitative sources of knowledge for risk assessment.
Proceedings of the 2nd International Conference in Fuzzy Logic and Technology, 2001

2000
Possibilistic Kalman filtering for radar 2D tracking.
Inf. Sci., 2000

On the qualitative/necessity possibility measure. (I). Investigation in the framework of measurement theory.
Inf. Sci., 2000

Study of some algebraical properties of adaptive combination rules.
Fuzzy Sets Syst., 2000

Fuzzy Linear Regression for Contact Identification.
Proceedings of the 2000 IEEE International Conference on Robotics and Automation, 2000

1997
Positioning of a mobile robot with landmark-based method.
Proceedings of the 1997 IEEE/RSJ International Conference on Intelligent Robot and Systems. Innovative Robotics for Real-World Applications. IROS '97, 1997


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