Yakoub Bazi - RankMe

113 papers C 20Journal 81Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Classification of heart sound signals with Whisper model. Connect. Sci. Maryam Alotaibi, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Nassim Ammour, Mansour Zuair
2025	J	`jnl`	Detection of Induction Motor Incipient Short Circuit Faults Based on Continuous Wavelet Transform With Higher-Order Statistics. IEEE Access Smail Bazi, Redha Benzid, Yakoub Bazi, Mohamed Said Nait-Said, Mohamad Mahmoud Al Rahhal
2025	J	`jnl`	LoRA-CLIP: Efficient Low-Rank Adaptation of Large CLIP Foundation Model for Scene Classification. IEEE Geosci. Remote. Sens. Lett. Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Mansour Zuair
2025	J	`jnl`	Vision-BioLLM: Large vision language model for visual dialogue in biomedical imagery. Biomed. Signal Process. Control. Ahmad Alshibli, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair
2024	J	`jnl`	Editorial to Special Issue "Multispectral Image Acquisition, Processing and Analysis - 2nd Edition". Remote. Sens. Benoît Vozel, Vladimir Lukin, Yakoub Bazi
2024	C	`conf`	Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks. ISNCC Amar Amouri, Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Ismail Butun, Imad Mahgoub
2024	J	`jnl`	Enhancing Intrusion Detection in IoT Environments: An Advanced Ensemble Approach Using Kolmogorov-Arnold Networks. CoRR Amar Amouri, Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Ismail Butun, Imad Mahgoub
2024	J	`jnl`	Federated Learning Approach for Remote Sensing Scene Classification. Remote. Sens. Belgacem Ben Youssef, Lamyaa Alhmidi, Yakoub Bazi, Mansour Zuair
2024	J	`jnl`	Machine-to-Machine Visual Dialoguing with ChatGPT for Enriched Textual Image Description. Remote. Sens. Riccardo Ricci, Yakoub Bazi, Farid Melgani
2024	J	`jnl`	RS-LLaVA: A Large Vision-Language Model for Joint Captioning and Question Answering in Remote Sensing Imagery. Remote. Sens. Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal, Riccardo Ricci, Farid Melgani
2024	J	`jnl`	Text-to-Event Retrieval in Aerial Videos. IEEE Geosci. Remote. Sens. Lett. Laila Bashmal, Shima M. Al Mehmadi, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair
2023	J	`jnl`	CapERA: Captioning Events in Aerial Videos. Remote. Sens. Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair, Farid Melgani
2023	J	`jnl`	Multimodal Approach for Enhancing Biometric Authentication. J. Imaging Nassim Ammour, Yakoub Bazi, Naif Alajlan
2023	—	`conf`	Prototypical Networks for Remote Sensing Scene Classification : Episodic Versus Classical Training. SPA Saleh Alshamrani, Haikel Alhichri, Yakoub Bazi, Naif Alajlan
2023	J	`jnl`	Visual Question Generation From Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Laila Bashmal, Yakoub Bazi, Farid Melgani, Riccardo Ricci, Mohamad Mahmoud Al Rahhal, Mansour Zuair
2022	J	`jnl`	Bi-Modal Transformer-Based Approach for Visual Question Answering in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Mansour Abdulaziz Al Zuair, Farid Melgani
2022	J	`jnl`	Continual Learning Approach for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. Nassim Ammour, Yakoub Bazi, Haikel Alhichri, Naif Alajlan
2022	J	`jnl`	Contrasting YOLOv5, Transformer, and EfficientDet Detectors for Crop Circle Detection in Desert. IEEE Geosci. Remote. Sens. Lett. Mohamed Lamine Mekhalfi, Carlo Nicolò, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Norah A. Alsharif, Eslam Al Maghayreh
2022	C	`conf`	Convmixer with Selective Kernel Attention for Hyperspectral Image Classification. IGARSS Bashair Alwadei, Mansour Zuair, Mohamad Mahmoud Al Rahhal, Yakoub Bazi
2022	J	`jnl`	Heartprint: A Dataset of Multisession ECG Signal with Long Interval Captured from Fingers for Biometric Recognition. Data Md. Saiful Islam, Haikel Alhichri, Yakoub Bazi, Nassim Ammour, Naif Alajlan, Rami Mohammad Jomaa
2022	J	`jnl`	Multilanguage Transformer for Improved Text to Remote Sensing Image Retrieval. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Norah A. Alsharif, Laila Bashmal, Naif Alajlan, Farid Melgani
2022	C	`conf`	Open-Ended Visual Question Answering Model For Remote Sensing Images. IGARSS Sara O. Alsaleh, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Abdulaziz Al Zuair
2022	C	`conf`	Open-Set Classification in Remote Sensing Imagery with Energy-Based Vision Transformer. IGARSS Reham Al Dayil, Yakoub Bazi, Naif Alajlan
2022	J	`jnl`	REFUGE2 Challenge: Treasure for Multi-Domain Learning in Glaucoma Assessment. CoRR Huihui Fang, Fei Li, Huazhu Fu, Xu Sun, Xingxing Cao, Jaemin Son, Shuang Yu, Menglu Zhang, Chenglang Yuan, Cheng Bian, Baiying Lei, Benjian Zhao, Xinxing Xu, Shaohua Li, Francisco Fumero, José F. Sigut, Haidar Almubarak, Yakoub Bazi, Yuanhao Guo, Yating Zhou, Ujjwal Baid, Shubham Innani, Tianjiao Guo, Jie Yang, José Ignacio Orlando, Hrvoje Bogunovic, Xiulan Zhang, Yanwu Xu
2022	C	`conf`	Remote Sensing Image Retrieval Using Multilingual Texts. IGARSS Norah A. Alsharif, Yakoub Bazi, Mohamad Mahmoud Al Rahhal
2022	C	`conf`	Space Time Attention Transformer for Non-Event Detection in UAV Videos. IGARSS Laila Bashmal, Yakoub Bazi, Naif Alajlan
2021	J	`jnl`	A Fast Firefly Algorithm for Function Optimization: Application to the Control of BLDC Motor. Sensors Smail Bazi, Redha Benzid, Yakoub Bazi, Mohamad Mahmoud Al Rahhal
2021	J	`jnl`	Adversarial Learning for Knowledge Adaptation From Multiple Remote Sensing Sources. IEEE Geosci. Remote. Sens. Lett. Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Huda Al-Hwiti, Haikel Salem Alhichri, Naif Alajlan
2021	J	`jnl`	Classification of Remote Sensing Images Using EfficientNet-B3 CNN Model With Attention. IEEE Access Haikel Salem Alhichri, Asma S. Alswayed, Yakoub Bazi, Nassim Ammour, Naif Al Ajlan
2021	—	`conf`	Classification of Remote Sensing scenes using Semi-Supervised Domain Adaptation based on Entropy Adversarial Optimization. NISS (ACM) Tariq Lasloum, Haikel Alhichri, Yakoub Bazi
2021	C	`conf`	Deep Vision Transformers for Remote Sensing Scene Classification. IGARSS Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal
2021	J	`jnl`	LwF-ECG: Learning-without-forgetting approach for electrocardiogram heartbeat classification based on memory with task selector. Comput. Biol. Medicine Nassim Ammour, Haikel Alhichri, Yakoub Bazi, Naif Alajlan
2021	J	`jnl`	SSDAN: Multi-Source Semi-Supervised Domain Adaptation Network for Remote Sensing Scene Classification. Remote. Sens. Tariq Lasloum, Haikel Alhichri, Yakoub Bazi, Naif Alajlan
2021	J	`jnl`	Transformers and Generative Adversarial Networks for Liveness Detection in Multitarget Fingerprint Sensors. Sensors Soha B. Sandouka, Yakoub Bazi, Naif Alajlan
2021	J	`jnl`	Unified Generative Adversarial Networks for Multidomain Fingerprint Presentation Attack Detection. Entropy Soha B. Sandouka, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan
2021	J	`jnl`	Vision Transformers for Remote Sensing Image Classification. Remote. Sens. Yakoub Bazi, Laila Bashmal, Mohamad Mahmoud Al Rahhal, Reham Al Dayil, Naif Al Ajlan
2020	J	`jnl`	Deep Open-Set Domain Adaptation for Cross-Scene Classification based on Adversarial Learning and Pareto Ranking. Remote. Sens. Reham Al Dayil, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan
2020	J	`jnl`	End-to-End Deep Learning Fusion of Fingerprint and Electrocardiogram Signals for Presentation Attack Detection. Sensors Rami Mohammad Jomaa, Hassan Mathkour, Yakoub Bazi, Md. Saiful Islam
2020	J	`jnl`	Real-Time Mobile-Based Electrocardiogram System for Remote Monitoring of Patients with Cardiac Arrhythmias. Int. J. Pattern Recognit. Artif. Intell. Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Haikel Salem Alhichri, Nassim Ammour, Naif Alajlan, Mansour Zuair
2020	J	`jnl`	TextRS: Deep Bidirectional Triplet Network for Matching Text to Remote Sensing Images. Remote. Sens. Taghreed Abdullah Mohammed Ali, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Lalitha Rangarajan, Mansour Zuair
2019	J	`jnl`	Deep Attention Neural Network for Multi-Label Classification in Unmanned Aerial Vehicle Imagery. IEEE Access Aaliyah Alshehri, Yakoub Bazi, Nassim Ammour, Haidar Almubarak, Naif Alajlan
2019	J	`jnl`	Dense Convolutional Networks With Focal Loss and Image Generation for Electrocardiogram Classification. IEEE Access Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Haidar Almubarak, Naif Alajlan, Mansour Abdulaziz Al Zuair
2019	J	`jnl`	Editorial to Special Issue "Multispectral Image Acquisition, Processing, and Analysis". Remote. Sens. Benoît Vozel, Vladimir V. Lukin, Yakoub Bazi
2019	C	`conf`	Multi-Scale Convolutional SVM Networks for Multi-Class Classification Problems of Remote Sensing Images. IGARSS Gabriele Cavallaro, Yakoub Bazi, Farid Melgani, Morris Riedel
2019	J	`jnl`	Simple Yet Effective Fine-Tuning of Deep CNNs Using an Auxiliary Classification Loss for Remote Sensing Scene Classification. Remote. Sens. Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Haikel Al-Hichri, Naif Alajlan
2019	C	`conf`	Two-Branch Neural Network for Learning Multi-label Classification in UAV Imagery. IGARSS Yakoub Bazi
2019	J	`jnl`	Uncertain database retrieval with measure-based belief function attribute values. Inf. Sci. Ronald R. Yager, Naif Alajlan, Yakoub Bazi
2019	J	`jnl`	Unsupervised Domain Adaptation Using Generative Adversarial Networks for Semantic Segmentation of Aerial Images. Remote. Sens. Bilel Benjdira, Yakoub Bazi, Anis Koubaa, Kaïs Ouni
2019	J	`jnl`	Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images. CoRR Bilel Benjdira, Yakoub Bazi, Anis Koubaa, Kaïs Ouni
2018	J	`jnl`	Aspects of generalized orthopair fuzzy sets. Int. J. Intell. Syst. Ronald R. Yager, Naif Alajlan, Yakoub Bazi
2018	J	`jnl`	Asymmetric Adaptation of Deep Features for Cross-Domain Classification in Remote Sensing Imagery. IEEE Geosci. Remote. Sens. Lett. Nassim Ammour, Laila Bashmal, Yakoub Bazi, Mohamad Mahmoud Al Rahhal, Mansour Zuair
2018	—	`conf`	Automatic Premature Ventricular Contractions Detection for Multi-Lead Electrocardiogram Signal. EIT Mohamad Mahmoud Al Rahhal, Naif Al Ajlan, Yakoub Bazi, Haikel Al-Hichri, Timon Rabczuk
2018	J	`jnl`	Convolutional SVM Networks for Object Detection in UAV Imagery. IEEE Trans. Geosci. Remote. Sens. Yakoub Bazi, Farid Melgani
2018	J	`jnl`	Ear recognition via sparse coding of local features. J. Electronic Imaging Mohamad Mahmoud Al Rahhal, Mohamed Lamine Mekhalfi, Taghreed Abdullah Mohammed Ali, Yakoub Bazi, Mansour Abdulaziz Al Zuair, Lalitha Rangarajan
2018	C	`conf`	Generative Adversarial Networks for Cross-Scene Classification in Remote Sensing Images. IGARSS Laila Bashmal, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan
2018	J	`jnl`	Learning a Multi-Branch Neural Network from Multiple Sources for Knowledge Adaptation in Remote Sensing Imagery. Remote. Sens. Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Taghreed Abdullah Mohammed Ali, Mohamed Lamine Mekhalfi, Haikel Salem Alhichri, Mansour Zuair
2018	—	`conf`	Multi-Scale Convolutional Neural Network for Remote Sensing Scene Classification. EIT Haikel Salem Alhichri, Naif Alajlan, Yakoub Bazi, Timon Rabczuk
2018	J	`jnl`	Reconstructing Cloud-Contaminated Multispectral Images With Contextualized Autoencoder Neural Networks. IEEE Trans. Geosci. Remote. Sens. Salim Malek, Farid Melgani, Yakoub Bazi, Naif Alajlan
2018	J	`jnl`	Siamese-GAN: Learning Invariant Representations for Aerial Vehicle Image Categorization. Remote. Sens. Laila Bashmal, Yakoub Bazi, Haikel Salem Alhichri, Mohamad Mahmoud Alrahhal, Nassim Ammour, Naif Alajlan
2018	J	`jnl`	Tile-Based Semisupervised Classification of Large-Scale VHR Remote Sensing Images. J. Sensors Haikel Salem Alhichri, Essam Othman, Mansour Zuair, Nassim Ammour, Yakoub Bazi
2017	J	`jnl`	A Deep Learning Approach to UAV Image Multilabeling. IEEE Geosci. Remote. Sens. Lett. Abdallah Zeggada, Farid Melgani, Yakoub Bazi
2017	J	`jnl`	Deep Learning Approach for Car Detection in UAV Imagery. Remote. Sens. Nassim Ammour, Haikel Salem Alhichri, Yakoub Bazi, Bilel Benjdira, Naif Alajlan, Mansour Abdulaziz Al Zuair
2017	J	`jnl`	Domain Adaptation Network for Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. Essam Othman, Yakoub Bazi, Farid Melgani, Haikel Al-Hichri, Naif Alajlan, Mansour Zuair
2017	J	`jnl`	Fast indoor scene description for blind people with multiresolution random projections. J. Vis. Commun. Image Represent. Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan
2017	J	`jnl`	Real-Time Indoor Scene Description for the Visually Impaired Using Autoencoder Fusion Strategies with Visible Cameras. Sensors Salim Malek, Farid Melgani, Mohamed Lamine Mekhalfi, Yakoub Bazi
2016	J	`jnl`	Deep learning approach for active classification of electrocardiogram signals. Inf. Sci. Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan, Farid Melgani, Ronald R. Yager
2016	—	`conf`	Multiple Object Scene Description for the Visually Impaired Using Pre-trained Convolutional Neural Networks. ICIAR Haikel Salem Alhichri, Bilel Benjdira, Yakoub Bazi, Naif Alajlan
2016	J	`jnl`	Three-Layer Convex Network for Domain Adaptation in Multitemporal VHR Images. IEEE Geosci. Remote. Sens. Lett. Essam Othman, Yakoub Bazi, Naif Alajlan, Haikel Al-Hichri, Farid Melgani
2015	J	`jnl`	A Compressive Sensing Approach to Describe Indoor Scenes for Blind People. IEEE Trans. Circuits Syst. Video Technol. Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan
2015	C	`conf`	A deep learning approach for unsupervised domain adaptation in multitemporal remote sensing images. IGARSS Essam Othman, Yakoub Bazi, Haikel Salem Alhichri, Naif Alajlan
2015	C	`conf`	A hierarchical learning paradigm for semi-supervised classification of remote sensing images. IGARSS Haikel Al-Hichri, Yakoub Bazi, Naif Alajlan, Nassim Ammour
2015	J	`jnl`	Classification of AAMI heartbeat classes with an interactive ELM ensemble learning approach. Biomed. Signal Process. Control. Mohamad Mahmoud Al Rahhal, Yakoub Bazi, Naif Alajlan, Salim Malek, Haikel Al-Hichri, Farid Melgani, Mansour Abdulaziz Al Zuair
2015	J	`jnl`	Fusion of Extreme Learning Machine and Graph-Based Optimization Methods for Active Classification of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. Mohamed Abdelkader Bencherif, Yakoub Bazi, Abderrezak Guessoum, Naif Alajlan, Farid Melgani, Haikel Salem Alhichri
2015	J	`jnl`	Land-Use Classification With Compressive Sensing Multifeature Fusion. IEEE Geosci. Remote. Sens. Lett. Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan
2015	J	`jnl`	Multiclass Coarse Analysis for UAV Imagery. IEEE Trans. Geosci. Remote. Sens. Thomas Moranduzzo, Farid Melgani, Mohamed Lamine Mekhalfi, Yakoub Bazi, Naif Alajlan
2015	J	`jnl`	Toward an assisted indoor scene perception for blind people with image multilabeling strategies. Expert Syst. Appl. Mohamed Lamine Mekhalfi, Farid Melgani, Yakoub Bazi, Naif Alajlan
2014	C	`conf`	An automatic approach for palm tree counting in UAV images. IGARSS Yakoub Bazi, Salim Malek, Naif Alajlan, Haikel Salem Alhichri
2014	J	`jnl`	Detection of premature ventricular contraction arrhythmias in electrocardiogram signals with kernel methods. Signal Image Video Process. Naif Alajlan, Yakoub Bazi, Farid Melgani, Salim Malek, Mohamed Abdelkader Bencherif
2014	J	`jnl`	Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Yakoub Bazi, Naif Alajlan, Farid Melgani, Haikel Hichri, Salim Malek, Ronald R. Yager
2014	J	`jnl`	Efficient Framework for Palm Tree Detection in UAV Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Salim Malek, Yakoub Bazi, Naif Alajlan, Haikel Al-Hichri, Farid Melgani
2014	J	`jnl`	Robust Estimation of Water Chlorophyll Concentrations With Gaussian Process Regression and IOWA Aggregation Operators. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Yakoub Bazi, Naif Alajlan, Farid Melgani, Haikel Al-Hichri, Ronald R. Yager
2013	J	`jnl`	Assessing the Reconstructability of Shadow Areas in VHR Images. IEEE Trans. Geosci. Remote. Sens. Luca Lorenzi, Farid Melgani, Grégoire Mercier, Yakoub Bazi
2013	—	`conf`	Ensemble classification of hyperspectral images based on ordered weighted averaging operators. WHISPERS Naif Alajlan, Yakoub Bazi, Ronald R. Yager
2013	J	`jnl`	Interactive Segmentation for Change Detection in Multispectral Remote-Sensing Images. IEEE Geosci. Remote. Sens. Lett. Haikel Hichri, Yakoub Bazi, Naif Alajlan, Salim Malek
2013	—	`conf`	Premature Ventricular Contraction Arrhythmia Detection and Classification with Gaussian Process and S Transform. CICSyN Yakoub Bazi, Haikel Hichri, Naif Alajlan, Nassim Ammour
2013	J	`jnl`	Using OWA Fusion Operators for the Classification of Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Naif Alajlan, Yakoub Bazi, Haikel Salem Alhichri, Farid Melgani, Ronald R. Yager
2012	J	`jnl`	Active Learning Methods for Biophysical Parameter Estimation. IEEE Trans. Geosci. Remote. Sens. Edoardo Pasolli, Farid Melgani, Naif Alajlan, Yakoub Bazi
2012	J	`jnl`	Fusion of supervised and unsupervised learning for improved classification of hyperspectral images. Inf. Sci. Naif Alajlan, Yakoub Bazi, Farid Melgani, Ronald R. Yager
2012	J	`jnl`	HBS: A Novel Biometric Feature Based on Heartbeat Morphology. IEEE Trans. Inf. Technol. Biomed. Md. Saiful Islam, Naif Alajlan, Yakoub Bazi, Haikel Hichri
2012	J	`jnl`	Improved Estimation of Water Chlorophyll Concentration With Semisupervised Gaussian Process Regression. IEEE Trans. Geosci. Remote. Sens. Yakoub Bazi, Naif Alajlan, Farid Melgani
2012	C	`conf`	Interactive change detection techniques in multitemporal multispectral remote sensing images. IGARSS Haikel Hichri, Yakoub Bazi, Naif Alajlan, Sayed M. Ahamad
2012	C	`conf`	Robust classification of hyperspectral images based on the combination of supervised and unsupervised learning paradigms. IGARSS Naif Alajlan, Yakoub Bazi, Haikel Hichri, Essam Othman
2011	C	`conf`	A cluster ensemble method for robust unsupervised classification of VHR remote sensing images. IGARSS Naif Alajlan, Nassim Ammour, Yakoub Bazi, Haikel Hichri
2011	J	`jnl`	Support Vector Machine Active Learning Through Significance Space Construction. IEEE Geosci. Remote. Sens. Lett. Edoardo Pasolli, Farid Melgani, Yakoub Bazi
2010	J	`jnl`	Gaussian Process Approach to Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. Yakoub Bazi, Farid Melgani
2010	C	`conf`	Semisupervised Gaussian process regression for biophysical parameter estimation. IGARSS Yakoub Bazi, Farid Melgani
2010	J	`jnl`	Unsupervised Change Detection in Multispectral Remotely Sensed Imagery With Level Set Methods. IEEE Trans. Geosci. Remote. Sens. Yakoub Bazi, Farid Melgani, Hamed D. Al-Sharari
2009	J	`jnl`	A Multiobjective Genetic SVM Approach for Classification Problems With Limited Training Samples. IEEE Trans. Geosci. Remote. Sens. Noureddine Ghoggali, Farid Melgani, Yakoub Bazi
2009	—	`conf`	A Variational Level-set Method for Unsupervised Change Detection in Remote Sensing Images. IGARSS (2) Yakoub Bazi, Farid Melgani
2009	—	`conf`	An Automatic Method for Counting Olive Trees in Very High Spatial Remote Sensing Images. IGARSS (2) Yakoub Bazi, Farid Melgani, Hamed D. Al-Sharari
2008	J	`jnl`	Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization. IEEE Trans. Inf. Technol. Biomed. Farid Melgani, Yakoub Bazi
2008	—	`conf`	Classification of Hyperspectral Remote Sensing Images Using Gaussian Processes. IGARSS (2) Yakoub Bazi, Farid Melgani
2008	—	`conf`	Evolutionary Computation Approach to ECG Signal Classification. BIOSIGNALS (1) Farid Melgani, Yakoub Bazi
2007	C	`conf`	A multiobjective PSO inflation methodology for SVM regression with limited training samples. IGARSS Yakoub Bazi, Farid Melgani
2007	J	`jnl`	Image thresholding based on the EM algorithm and the generalized Gaussian distribution. Pattern Recognit. Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani
2007	J	`jnl`	Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation. IEEE Trans. Geosci. Remote. Sens. Yakoub Bazi, Farid Melgani
2006	J	`jnl`	Automatic identification of the number and values of decision thresholds in the log-ratio image for change detection in SAR images. IEEE Geosci. Remote. Sens. Lett. Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani
2006	J	`jnl`	Markovian Fusion Approach to Robust Unsupervised Change Detection in Remotely Sensed Imagery. IEEE Geosci. Remote. Sens. Lett. Farid Melgani, Yakoub Bazi
2006	C	`conf`	Robust Unsupervised Change Detection with Markov Random Fields. IGARSS Farid Melgani, Yakoub Bazi
2006	J	`jnl`	Toward an Optimal SVM Classification System for Hyperspectral Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Yakoub Bazi, Farid Melgani
2005	—	`—`	Advanced methoda for unsupervised change detetction in multitemporal synthetic aperture radar images. Yakoub Bazi
2005	J	`jnl`	An unsupervised approach based on the generalized Gaussian model to automatic change detection in multitemporal SAR images. IEEE Trans. Geosci. Remote. Sens. Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani
2004	C	`conf`	An approach to unsupervised change detection in multitemporal SAR images based on the Generalized Gaussian distribution. IGARSS Yakoub Bazi, Lorenzo Bruzzone, Farid Melgani