Rachid Hedjam - RankMe

52 papers A* 1A 3B 4C 1Journal 31Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hybrid Wasserstein Distance: An Approximation for Optimal Transport Distances. Comput. Sara Husam Nassar, Rachid Hedjam, Samir Brahim Belhaouari
2026	J	`jnl`	Novel Loss Functions for Improved Data Visualization in t-SNE. Mach. Learn. Knowl. Extr. Sara Husam Nassar, Rachid Hedjam, Samir Brahim Belhaouari
2026	J	`jnl`	Progressively attentional architecture search. Neurocomputing Xuanmian Liu, Xianping Qin, Shu Li, Fuchang Zhang, Rachid Hedjam, Guoqiang Zhong
2025	J	`jnl`	Convolutional Cross-Modal Autoencoder-Based Few-Shot Learning for Data Augmentation with Application to Alzheimer Dementia Diagnosis. Cogn. Comput. Othmane Bazine, Omar Rai, Oussama Aiadi, Rachid Hedjam, Belal Khaldi, Guoqiang Zhong
2025	J	`jnl`	Exploring non-negativity for improved manifold embedding: Application to t-SNE. Knowl. Based Syst. Mebarka Allaoui, Rachid Hedjam, Khadra Bouanane, Mohand Saïd Allili, Mohammed Lamine Kherfi, Samir Brahim Belhaouari
2025	J	`jnl`	Generative neural architecture search. Neurocomputing Xiaotong Zhai, Shu Li, Guoqiang Zhong, Tao Li, Fuchang Zhang, Rachid Hedjam
2025	—	`conf`	Meta-Unsupervised Representation Learning: A New Approach to Factorization and Interpretability. Canadian AI Ameer Ahmed Khan, Rachid Hedjam, Mebarka Allaoui, Guoqiang Zhong
2025	—	`conf`	SADN: Saliency-Based Attention Discrimination Network for Deepfake Detection. PRCV (3) Xuefei Wang, Dezhi Lu, Jiajia Dong, Rachid Hedjam, Guoqiang Zhong
2025	A*	`conf`	Valor32k-AVQA v2.0: Open-Ended Audio-Visual Question Answering Dataset and Benchmark. ACM Multimedia Ines Riahi, Abduljalil Radman, Zixin Guo, Rachid Hedjam, Jorma Laaksonen
2025	J	`jnl`	t-SNE-PSO: Optimizing t-SNE using particle swarm optimization. Expert Syst. Appl. Mebarka Allaoui, Samir Brahim Belhaouari, Rachid Hedjam, Khadra Bouanane, Mohammed Lamine Kherfi
2024	J	`jnl`	Behaviors of first-order optimizers in the context of sparse data and sparse models: A comparative study. Digit. Signal Process. Khadra Bouanane, Basma Dokkar, Mebarka Allaoui, Bouthayna Meddour, Mohammed Lamine Kherfi, Rachid Hedjam
2024	—	`conf`	SW-CAM: Class Activation Map with Feature Map Selection and Weight Modification. CVIPPR Shaowei Qu, Rachid Hedjam, Zhimin Wang, Yongjian Gu, Lifan Yao, Haitao Li, Guoqiang Zhong
2023	J	`jnl`	Hybrid Deep Learning-Based Intrusion Detection System for RPL IoT Networks. J. Sens. Actuator Networks Yahya Al Sawafi, Abderezak Touzene, Rachid Hedjam
2022	J	`jnl`	Non-Negative Matrix Factorization with Scale Data Structure Preservation. CoRR Rachid Hedjam, Abdelhamid Abdesselam, Abderrahmane Rahiche, Mohamed Cheriet
2022	J	`jnl`	Supervised Class-pairwise NMF for Data Representation and Classification. CoRR Rachid Hedjam, Abdelhamid Abdesselam, Seyed Mohammad Jafar Jalali, Imran Khan, Samir Brahim Belhaouari
2022	J	`jnl`	Weak Edge Identification Network for Ocean Front Detection. IEEE Geosci. Remote. Sens. Lett. Qingyang Li, Guoqiang Zhong, Cui Xie, Rachid Hedjam
2022	J	`jnl`	X-ray image based COVID-19 detection using evolutionary deep learning approach. Expert Syst. Appl. Seyed Mohammad Jafar Jalali, Milad Ahmadian, Sajad Ahmadian, Rachid Hedjam, Abbas Khosravi, Saeid Nahavandi
2021	J	`jnl`	Ensemble clustering using extended fuzzy k-means for cancer data analysis. Expert Syst. Appl. Imran Khan, Zongwei Luo, Abdul Khalique Shaikh, Rachid Hedjam
2021	J	`jnl`	NMF with feature relationship preservation penalty term for clustering problems. Pattern Recognit. Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani
2021	J	`jnl`	Using Machine Learning in Business Process Re-Engineering. Big Data Cogn. Comput. Younis Al-Anqoudi, Abdullah Al-Hamdani, Mohammed Al-Badawi, Rachid Hedjam
2020	J	`jnl`	Change Detection in Unlabeled Optical Remote Sensing Data Using Siamese CNN. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani
2020	—	`conf`	Fast Binary Network Intrusion Detection based on Matched Filter Optimization. ICIoT Hajar Saif Alsaadi, Rachid Hedjam, Abderezak Touzene, Abdelhamid Abdessalem
2019	B	`conf`	Autonomous Robot Navigation System Using the Evolutionary Multi-Verse optimizer Algorithm. SMC Seyed Mohammad Jafar Jalali, Abbas Khosravi, Parham M. Kebria, Rachid Hedjam, Saeid Nahavandi
2019	C	`conf`	Change Detection from Unlabeled Remote Sensing Images Using SIAMESE ANN. IGARSS Rachid Hedjam, Abdelhamid Abdesselam, Farid Melgani
2019	J	`jnl`	Gabor filter-based texture for ancient degraded document image binarization. Pattern Anal. Appl. Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet
2019	—	`conf`	Investigating Existing Techniques for Designing Convolutional Neural Network Filters. ICCCNT ArunaDevi Karuppasamy, Abdelhamid Abdessalem, Rachid Hedjam, Hamza M. Zidoum
2017	J	`jnl`	CorrC2G: Color to Gray Conversion by Correlation. IEEE Signal Process. Lett. Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
2017	—	`conf`	Feature Learning for Footnote-Based Document Image Classification. ICIAR Sherif Abuelwafa, Mohamed Mhiri, Rachid Hedjam, Sara Zhalehpour, Andrew Piper, Chad Wellmon, Mohamed Cheriet
2017	—	`conf`	Statistical-based method to determine the best hour of the day regarding GHG emissions for a smart home appliance. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Ana Carolina Riekstin, Rachid Hedjam, Thomas Dandres, Mohamed Cheriet
2016	J	`jnl`	Iterative Classifiers Combination Model for Change Detection in Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. Rachid Hedjam, Margaret Kalacska, Max Mignotte, Hossein Ziaei Nafchi, Mohamed Cheriet
2016	J	`jnl`	MUG: A Parameterless No-Reference JPEG Quality Evaluator Robust to Block Size and Misalignment. CoRR Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
2016	J	`jnl`	MUG: A Parameterless No-Reference JPEG Quality Evaluator Robust to Block Size and Misalignment. IEEE Signal Process. Lett. Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
2016	J	`jnl`	Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator. IEEE Access Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
2016	J	`jnl`	Mean Deviation Similarity Index: Efficient and Reliable Full-Reference Image Quality Evaluator. CoRR Hossein Ziaei Nafchi, Atena Shahkolaei, Rachid Hedjam, Mohamed Cheriet
2015	J	`jnl`	Deviation Based Pooling Strategies For Full Reference Image Quality Assessment. CoRR Hossein Ziaei Nafchi, Rachid Hedjam, Atena Shahkolaei, Mohamed Cheriet
2015	A	`conf`	ICDAR 2015 contest on MultiSpectral Text Extraction (MS-TEx 2015). ICDAR Rachid Hedjam, Hossein Ziaei Nafchi, Reza Farrahi Moghaddam, Margaret Kalacska, Mohamed Cheriet
2015	J	`jnl`	Influence of Color-to-Gray Conversion on the Performance of Document Image Binarization: Toward a Novel Optimization Problem. IEEE Trans. Image Process. Rachid Hedjam, Hossein Ziaei Nafchi, Margaret Kalacska, Mohamed Cheriet
2015	—	`conf`	LBP-based degraded document image binarization. IPTA Abdenour Sehad, Youcef Chibani, Rachid Hedjam, Mohamed Cheriet
2014	B	`conf`	Constrained Energy Maximization and Self-Referencing Method for Invisible Ink Detection from Multispectral Historical Document Images. ICPR Rachid Hedjam, Mohamed Cheriet, Margaret Kalacska
2013	J	`jnl`	A learning framework for the optimization and automation of document binarization methods. Comput. Vis. Image Underst. Mohamed Cheriet, Reza Farrahi Moghaddam, Rachid Hedjam
2013	J	`jnl`	A maximal-information color to gray conversion method for document images: Toward an optimal grayscale representation for document image binarization. CoRR Reza Farrahi Moghaddam, Shaohua Chen, Rachid Hedjam, Mohamed Cheriet
2013	A	`conf`	Ground-Truth Estimation in Multispectral Representation Space: Application to Degraded Document Image Binarization. ICDAR Rachid Hedjam, Mohamed Cheriet
2013	J	`jnl`	Historical document image restoration using multispectral imaging system. Pattern Recognit. Rachid Hedjam, Mohamed Cheriet
2012	J	`jnl`	Corrigendum to 'A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images' [Pattern Recognition 44 (2011) 2184-2196]. Pattern Recognit. Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet
2012	—	`conf`	Hyperspectral band selection based on graph clustering. ISSPA Rachid Hedjam, Mohamed Cheriet
2011	J	`jnl`	A spatially adaptive statistical method for the binarization of historical manuscripts and degraded document images. Pattern Recognit. Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet
2011	—	`conf`	Combining statistical and geometrical classifiers for text extraction in multispectral document images. HIP@ICDAR Rachid Hedjam, Mohamed Cheriet
2011	A	`conf`	Novel Data Representation for Text Extraction from Multispectral Historical Document Images. ICDAR Rachid Hedjam, Mohamed Cheriet
2010	—	`conf`	Segmentation-based document image denoising. EUVIP Rachid Hedjam, Mohamed Cheriet
2010	—	`conf`	Text extraction from degraded document images. EUVIP Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet
2009	B	`conf`	A hierarchical graph-based markovian clustering approach for the unsupervised segmentation of textured color images. ICIP Rachid Hedjam, Max Mignotte
2009	B	`conf`	Markovian clustering for the non-local means image denoising. ICIP Rachid Hedjam, Reza Farrahi Moghaddam, Mohamed Cheriet