Yassine Ben Ayed

Artif. Intell. Rev., February, 2025

2024

Deep facial expression detection using Viola-Jones algorithm, CNN-MLP and CNN-SVM.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., December, 2024

Age-API: are landmarks-based features still distinctive for invariant facial age recognition?

[BibT_eX]

[DOI]

Amal Abbes

Wael Ouarda

Multim. Tools Appl., August, 2024

Automated detection of COVID-19 based on transfer learning.

[BibT_eX]

[DOI]

Amira Echtioui

Multim. Tools Appl., March, 2024

Shot boundary detection using multimodal Siamese network.

[BibT_eX]

[DOI]

Multim. Tools Appl., January, 2024

Deep Learning for Cardiac Diseases Classification.

[BibT_eX]

[DOI]

Hend Karoui

Proceedings of the Computational Collective Intelligence - 16th International Conference, 2024

Multi-method Analysis for Early Diagnosis of Alzheimer's Disease on Magnetic Resonance Imaging (MRI) Using Deep Learning and Hybrid Methods.

[BibT_eX]

[DOI]

Dhouha Guesmi

Hasna Njah

Proceedings of the Advances in Computational Collective Intelligence, 2024

Performance Analysis of Parkinson Detection Techniques.

[BibT_eX]

[DOI]

Donia Ammous

Hajer Bouzayen

Proceedings of the 7th IEEE International Conference on Advanced Technologies, 2024

2023

Enhanced video temporal segmentation using a Siamese network with multimodal features.

[BibT_eX]

[DOI]

Signal Image Video Process., November, 2023

Improving Parkinson's disease recognition through voice analysis using deep learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., April, 2023

A Convolutional Recurrent Neural Network Model for Classification of Parkinson's Disease from Resting State Multi-channel EEG Signals.

[BibT_eX]

[DOI]

Fatma Salah

Dhouha Guesmi

Proceedings of the Advances in Computational Collective Intelligence, 2023

Recognition of Alzheimer's Disease Based on Transfer Learning Approach Using Brain MR Images with Regularization.

[BibT_eX]

[DOI]

Dhouha Guesmi

Fatma Salah

Proceedings of the Advances in Computational Collective Intelligence, 2023

Unlocking the Potential of Deep Learning and Filter Gabor for Facial Emotion Recognition.

[BibT_eX]

[DOI]

Chawki Barhoumi

Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

Improving Speech Emotion Recognition Using Data Augmentation and Balancing Techniques.

[BibT_eX]

[DOI]

Chawki Barhoumi

Proceedings of the International Conference on Cyberworlds, 2023

2022

Speech processing for early Parkinson's disease diagnosis: machine learning and deep learning-based approach.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2022

An integration of features for person identification based on the PQRST fragments of ECG signals.

[BibT_eX]

[DOI]

Signal Image Video Process., 2022

Voice spoofing detection based on acoustic and glottal flow features using conventional machine learning techniques.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

Toward improving person identification using the ElectroCardioGram (ECG) signal based on non-fiducial features.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2022

A Deep Convolutional Autoencoder-Based Approach for Parkinson's Disease Diagnosis Through Speech Signals.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021

A Language-Based Approach for Predicting Alzheimer Disease Severity.

[BibT_eX]

[DOI]

Proceedings of the Research Challenges in Information Science, 2021

Detecting Parkinson's Disease According to Gender Using Speech Signals.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2021

Recognition of Person Using ECG Signals Based on Single Heartbeat.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2021

Age Estimation and Gender Recognition Using Biometric Modality.

[BibT_eX]

[DOI]

Amal Abbes

Randa Boukhris Trabelsi

Proceedings of the Intelligent Systems Design and Applications, 2021

An I-vector-based approach for discriminating between patients with Parkinson's disease and healthy people.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Machine Vision, 2021

2020

A hybrid method for Arabic aspect-based sentiment analysis.

[BibT_eX]

[DOI]

Int. J. Hybrid Intell. Syst., 2020

Acoustic features exploration and examination for voice spoofing counter measures with boosting machine learning techniques.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Svm for human identification using the ECG signal.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Video Scenes Segmentation Based on Multimodal Genre Prediction.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Speech Emotion Recognition with deep learning.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Language-related features for early detection of Alzheimer Disease.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Bimodal person recognition using dorsal-vein and finger-vein images.

[BibT_eX]

[DOI]

Amal Abbes

Randa Boukhris Trabelsi

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Abstractive meeting summarization based on an attentional neural model.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Machine Vision, 2020

Multimodal features for shots boundary detection.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Machine Vision, 2020

Speech spoofing detection using SVM and ELM technique with acoustic features.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Advanced Technologies for Signal and Image Processing, 2020

2019

Spoken keyword search system using improved ASR engine and novel template-based keyword scoring.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Speech spoofing countermeasures based on source voice analysis and machine learning techniques.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Automatic Detection of Parkinson's Disease from Speech Using Acoustic, Prosodic and Phonetic Features.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2019

Biometric Individual Identification System Based on the ECG Signal.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2019

Histogram Based Method for Unsupervised Meeting Speech Summarization.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2019

Deep Support Vector Machines for Speech Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2019

Evaluation of Acoustic Features for Early Diagnosis of Alzheimer Disease.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Systems Design and Applications, 2019

ADAL System: Aspect Detection for Arabic Language.

[BibT_eX]

[DOI]

Proceedings of the Hybrid Intelligent Systems, 2019

2018

Deterministic models for opinion formation through communication: A survey.

[BibT_eX]

[DOI]

Ons Abid

Online Soc. Networks Media, 2018

A multi-objective genetic algorithm for simultaneous model and feature selection for support vector machines.

[BibT_eX]

[DOI]

Amal Bouraoui

Artif. Intell. Rev., 2018

A novel keyword rescoring method for improved spoken keyword spotting.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 22nd International Conference KES-2018, 2018

Emotion recognition in speech using MFCC with SVM, DSVM and auto-encoder.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Advanced Technologies for Signal and Image Processing, 2018

Speech Processing for Early Alzheimer Disease Diagnosis: Machine Learning Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE/ACS International Conference on Computer Systems and Applications, 2018

2017

Improving speech recognition using data augmentation and acoustic model fusion.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Hierarchical vs non-hierarchical audio indexation and classification for video genres.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Machine Vision, 2017

Improving of Open-Set Language Identification by Using Deep SVM and Thresholding Functions.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016

PCF-SVM : une nouvelle méthode de sélection d'attributs pour la classification supervisée.

[BibT_eX]

[DOI]

Tech. Sci. Informatiques, 2016

Deep multilayer multiple kernel learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2016

Arabic speech synthesis and diacritic recognition.

[BibT_eX]

[DOI]

Int. J. Speech Technol., 2016

Hybrid SVM/HMM model for the arab phonemes recognition.

[BibT_eX]

[DOI]

Int. Arab J. Inf. Technol., 2016

Deep kernel-SVM network.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

A New SVM Kernel for Keyword Spotting Using Confidence Measures.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2015

Text-to-speech synthesis system with Arabic diacritic recognition system.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2015

Graphical models for the recognition of Arabic continuous speech based triphones modeling.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE/ACIS International Conference on Software Engineering, 2015

Graphical Models for Multi-dialect Arabic Isolated Words Recognition.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

Deep architecture using Multi-Kernel Learning and multi-classifier methods.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

Indexing and classifiying video genres using Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015

2014

Hybrid continuous speech recognition systems by HMM, MLP and SVM: a comparative study.

[BibT_eX]

[DOI]

Int. J. Speech Technol., 2014

A Multi-objective Genetic Algorithm for Model Selection for Support Vector Machines.

[BibT_eX]

[DOI]

Amal Bouraoui

Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Dynamic Bayesian networks for Arabic phonemes recognition.

[BibT_eX]

[DOI]

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

Statistical parametric speech synthesis for Arabic language using ANN.

[BibT_eX]

[DOI]

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

Video genre categorization using Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), 2014

2013

Hybrid SVM/HMM model for the recognition of Arabic triphones-based continuous speech.

[BibT_eX]

[DOI]

Proceedings of the 10th International Multi-Conferences on Systems, Signals & Devices, 2013

2012

Automatic Language Identification in speech streams.

[BibT_eX]

[DOI]

Rania Chakroun

Proceedings of the International Multi-Conference on Systems, Signals & Devices, 2012

2008

Contribution à la détection de mots-clés par des machines à vecteur support.

[BibT_eX]

[DOI]

Rev. d'Intelligence Artif., 2008

2003

Détection de mots clés dans un flux de parole.

[BibT_eX]

[DOI]