Malika Bendechache

81 papers B 8C 1Misc 1Journal 50Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Beyond Calibration: Rethinking Algorithmic Fairness through an Intersectional, Justice-Aware Lens. HICSS Michael Mayowa Farayola, Irina Tal, Takfarinas Saber, Malika Bendechache, Regina Connolly
2026	J	`jnl`	KGroups: A Versatile Univariate Max-Relevance Min-Redundancy Feature Selection Algorithm for High-dimensional Biological Data. CoRR Malick Ebiele, Malika Bendechache, Rob Brennan
2026	J	`jnl`	Optimized KiU-Net: A Convolutional Autoencoder for Retinal Vessel Segmentation in Medical Images. IEEE Access Hazrat Bilal, Malika Bendechache, Cem Direkoglu
2025	J	`jnl`	A Comprehensive Review of Techniques, Algorithms, Advancements, Challenges, and Clinical Applications of Multi-modal Medical Image Fusion for Improved Diagnosis. CoRR Muhammad Zubair, Muzammil Hussain, Mousa Ahmed Albashrawi, Malika Bendechache, Muhammad Owais
2025	J	`jnl`	A comprehensive review of techniques, algorithms, advancements, challenges, and clinical applications of multi-modal medical image fusion for improved diagnosis. Comput. Methods Programs Biomed. Muhammad Zubair, Muzammil Hussain, Mousa Ahmad Albashrawi, Malika Bendechache, Muhammad Owais
2025	J	`jnl`	A comprehensive survey and classification of evaluation criteria for trustworthy artificial intelligence. AI Ethics Louise McCormack, Malika Bendechache
2025	J	`jnl`	Advances in disease detection through retinal imaging: A systematic review. Comput. Biol. Medicine Hazrat Bilal, Ayse Keles, Malika Bendechache
2025	—	`conf`	Can AI Be Faster, Accurate, and Explainable? SpikeNet Makes it Happen. MIUA (2) Dost Muhammad, Malika Bendechache
2025	J	`jnl`	Explainable AI Models for Decoding Emotional Subtexts on Social Media. Complex. Dost Muhammad, Iftikhar Ahmed, Khwaja Naveed, Malika Bendechache
2025	J	`jnl`	Facesaliencyaug: mitigating geographic, gender and stereotypical biases via saliency-based data augmentation. Signal Image Video Process. Teerath Kumar, Alessandra Mileo, Malika Bendechache
2025	B	`conf`	Lightweight Deep Learning with Virtual Reality Visualization for Offline Tumor Segmentation in Rural Environments. COMPSAC Ramin Ranjbarzadeh, Shokofeh Anari, Martin Cunneen, Malika Bendechache
2025	J	`jnl`	Natural Language Processing and Machine Learning for Analysis of Radiology Reports: A Systematic Review. IEEE Access Umay Kulsoom, Frank G. Glavin, Malika Bendechache
2025	B	`conf`	Privacy-Preserving Federated Learning for Human Intention Modeling in Pediatric Cerebral Palsy Using Extended Reality. COMPSAC Shokofeh Anari, Ramin Ranjbarzadeh, Martin Cunneen, Malika Bendechache
2025	J	`jnl`	Quantitative Data Valuation Methods: A Systematic Review and Taxonomy. ACM J. Data Inf. Qual. Malick Ebiele, Malika Bendechache, Rob Brennan
2025	—	`conf`	RandSaliencyAug: Balancing Saliency-Based Data Augmentation for Enhanced Generalization. VISIGRAPP (3): VISAPP Teerath Kumar, Alessandra Mileo, Malika Bendechache
2025	J	`jnl`	Randomized Explainable Machine Learning Models for Efficient Medical Diagnosis. IEEE J. Biomed. Health Informatics Dost Muhammad, Iftikhar Ahmed, Muhammad Ovais Ahmad, Malika Bendechache
2025	J	`jnl`	Saliency-based metric and FaceKeepOriginalAugment: a novel approach for enhancing fairness and Diversity. Multim. Syst. Teerath Kumar, Alessandra Mileo, Malika Bendechache
2025	J	`jnl`	The impact of backbone selection in YOLOv8 models on brain tumor localization. Iran J. Comput. Sci. Ramin Ranjbarzadeh, Martin Crane, Malika Bendechache
2025	J	`jnl`	Trust and Transparency in AI: Industry Voices on Data, Ethics, and Compliance. CoRR Louise McCormack, Diletta Huyskes, David Lewis, Malika Bendechache
2024	J	`jnl`	A Comprehensive Survey and Classification of Evaluation Criteria for Trustworthy Artificial Intelligence. CoRR Louise McCormack, Malika Bendechache
2024	J	`jnl`	A Deep Learning Approach for Robust, Multi-oriented, and Curved Text Detection. Cogn. Comput. Ramin Ranjbarzadeh, Saeid Jafarzadeh Ghoushchi, Shokofeh Anari, Sadaf Safavi, Nazanin Tataei Sarshar, Erfan Babaee Tirkolaee, Malika Bendechache
2024	—	`conf`	A Hybrid UNet and Vision Transformer Architecture with Multi-scale Fusion for Brain Tumor Segmentation. MICAD Ramin Ranjbarzadeh, Shokofeh Anari, Martin Crane, Malika Bendechache
2024	J	`jnl`	A deep learning model for ergonomics risk assessment and sports and health monitoring in self-occluded images. Signal Image Video Process. Amirhossein Aghamohammadi, Seyed Aliasghar Beheshti Shirazi, Seyed Yashar Banihashem, Saman Shishechi, Ramin Ranjbarzadeh, Saeid Jafarzadeh Ghoushchi, Malika Bendechache
2024	J	`jnl`	Brain tumor segmentation based on optimized convolutional neural network and improved chimp optimization algorithm. Comput. Biol. Medicine Ramin Ranjbarzadeh, Payam Zarbakhsh, Annalina Caputo, Erfan Babaee Tirkolaee, Malika Bendechache
2024	—	`conf`	Combining DeepLabV3 with Attention Mechanisms for Accurate Brain Tumor Segmentation: Insights from BraTS 2020 and a Private Clinical Dataset. EUVIP Ramin Ranjbarzadeh, Ayse Keles, Pinar Akdemir Ozisik, Harun Demirci, Halil Kul, Martin Crane, Shokofeh Anari, Malika Bendechache
2024	—	`conf`	Debiasing Computer Vision Models using Data Augmentation based Adversarial Techniques. BEWARE@AI*IA Teerath Kumar, Abhishek Mandal, Susan Leavy, Suzanne Little, Alessandra Mileo, Malika Bendechache
2024	B	`conf`	Enhancing Algorithmic Fairness: Integrative Approaches and Multi-Objective Optimization Application in Recidivism Models. ARES Michael Mayowa Farayola, Malika Bendechache, Takfarinas Saber, Regina Connolly, Irina Tal
2024	—	`conf`	Ethical AI Governance: Methods for Evaluating Trustworthiness. AIEB@ECAI Louise McCormack, Malika Bendechache
2024	J	`jnl`	Ethical AI Governance: Methods for Evaluating Trustworthy AI. CoRR Louise McCormack, Malika Bendechache
2024	J	`jnl`	FaceSaliencyAug: Mitigating Geographic, Gender and Stereotypical Biases via Saliency-Based Data Augmentation. CoRR Teerath Kumar, Alessandra Mileo, Malika Bendechache
2024	J	`jnl`	Image Data Augmentation Approaches: A Comprehensive Survey and Future Directions. IEEE Access Teerath Kumar, Rob Brennan, Alessandra Mileo, Malika Bendechache
2024	J	`jnl`	Intelligent computational methods for economics. Expert Syst. J. Knowl. Eng. Takfarinas Saber, Dominik Naeher, Malika Bendechache
2024	—	`conf`	KeepOriginalAugment: Single Image-Based Better Information-Preserving Data Augmentation Approach. AIAI (4) Teerath Kumar, Alessandra Mileo, Malika Bendechache
2024	J	`jnl`	KeepOriginalAugment: Single Image-based Better Information-Preserving Data Augmentation Approach. CoRR Teerath Kumar, Alessandra Mileo, Malika Bendechache
2024	J	`jnl`	OxML Challenge 2023: Carcinoma classification using data augmentation. CoRR Kislay Raj, Teerath Kumar, Alessandra Mileo, Malika Bendechache
2024	—	`conf`	Personalization of Dataset Retrieval Results Using a Data Valuation Method. KDIR Malick Ebiele, Malika Bendechache, Eamonn Clinton, Rob Brennan
2024	J	`jnl`	Personalization of Dataset Retrieval Results using a Metadata-based Data Valuation Method. CoRR Malick Ebiele, Malika Bendechache, Eamonn Clinton, Rob Brennan
2024	J	`jnl`	Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity. CoRR Teerath Kumar, Alessandra Mileo, Malika Bendechache
2024	B	`conf`	Secure and Decentralized Collaboration in Oncology: A Blockchain Approach to Tumor Segmentation. COMPSAC Ramin Ranjbarzadeh, Ayse Keles, Martin Crane, Shokofeh Anari, Malika Bendechache
2024	—	`conf`	Towards Explainable Deep Learning in Oncology: Integrating EfficientNet-B7 with XAI techniques for Acute Lymphoblastic Leukaemia. EXPLIMED@ECAI Dost Muhammad, Ayse Keles, Malika Bendechache
2023	J	`jnl`	A Systematic Survey of Data Value: Models, Metrics, Applications and Research Challenges. IEEE Access Malika Bendechache, Judie Attard, Malick Ebiele, Rob Brennan
2023	J	`jnl`	AudRandAug: Random Image Augmentations for Audio Classification. CoRR Teerath Kumar, Muhammad Turab, Alessandra Mileo, Malika Bendechache, Takfarinas Saber
2023	J	`jnl`	Brain tumor segmentation of MRI images: A comprehensive review on the application of artificial intelligence tools. Comput. Biol. Medicine Ramin Ranjbarzadeh, Annalina Caputo, Erfan Babaee Tirkolaee, Saeid Jafarzadeh Ghoushchi, Malika Bendechache
2023	J	`jnl`	Breast tumor localization and segmentation using machine learning techniques: Overview of datasets, findings, and methods. Comput. Biol. Medicine Ramin Ranjbarzadeh, Shadi Dorosti, Saeid Jafarzadeh Ghoushchi, Annalina Caputo, Erfan Babaee Tirkolaee, Sadia Samar Ali, Zahra Arshadi, Malika Bendechache
2023	J	`jnl`	Ethics and Trustworthiness of AI for Predicting the Risk of Recidivism: A Systematic Literature Review. Inf. Michael Mayowa Farayola, Irina Tal, Regina Connolly, Takfarinas Saber, Malika Bendechache
2023	B	`conf`	Fairness of AI in Predicting the Risk of Recidivism: Review and Phase Mapping of AI Fairness Techniques. ARES Michael Mayowa Farayola, Irina Tal, Malika Bendechache, Takfarinas Saber, Regina Connolly
2023	J	`jnl`	ME-CCNN: Multi-encoded images and a cascade convolutional neural network for breast tumor segmentation and recognition. Artif. Intell. Rev. Ramin Ranjbarzadeh, Saeid Jafarzadeh Ghoushchi, Nazanin Tataei Sarshar, Erfan Babaee Tirkolaee, Sadia Samar Ali, Teerath Kumar, Malika Bendechache
2023	J	`jnl`	MRFE-CNN: multi-route feature extraction model for breast tumor segmentation in Mammograms using a convolutional neural network. Ann. Oper. Res. Ramin Ranjbarzadeh, Nazanin Tataei Sarshar, Saeid Jafarzadeh Ghoushchi, Mohammad Saleh Esfahani, Mahboub Parhizkar, Yaghoub Pourasad, Shokofeh Anari, Malika Bendechache
2022	J	`jnl`	Information Hiding in Digital Textual Contents: Techniques and Current Challenges. Computer Milad Taleby Ahvanooey, Mark Xuefang Zhu, Wojciech Mazurczyk, Malika Bendechache
2022	J	`jnl`	Investigating Multi-Feature Selection and Ensembling for Audio Classification. CoRR Muhammad Turab, Teerath Kumar, Malika Bendechache, Takfarinas Saber
2022	—	`conf`	Multi-label Classification using BERT and Knowledge Graphs with a Limited Training Dataset. DL4KG@ISWC Malick Ebiele, Lucy McKenna, Malika Bendechache, Rob Brennan
2022	J	`jnl`	Nerve optic segmentation in CT images using a deep learning model and a texture descriptor. Complex Intell. Syst. Ramin Ranjbarzadeh, Shadi Dorosti, Saeid Jafarzadeh Ghoushchi, Sadaf Safavi, Navid Razmjooy, Nazanin Tataei Sarshar, Shokofeh Anari, Malika Bendechache
2022	J	`jnl`	Random Data Augmentation based Enhancement: A Generalized Enhancement Approach for Medical Datasets. CoRR Sidra Aleem, Teerath Kumar, Suzanne Little, Malika Bendechache, Rob Brennan, Kevin McGuinness
2022	—	`conf`	The Privacy Paradox - Investigating People's Attitude Towards Privacy in a Time of COVID-19. COMM Ramona Trestian, Edoardo Celeste, Guodong Xie, Pintu Lohar, Malika Bendechache, Rob Brennan, Irina Tal
2021	—	`conf`	AI in My Life: AI, Ethics & Privacy Workshops for 15-16-Year-Olds. WebSci (Companion) Malika Bendechache, Irina Tal, PJ Wall, Laura Grehan, Emma Clarke, Aidan Odriscoll, Laurence Van Der Haegen, Brenda Leong, Anne Kearns, Rob Brennan
2021	—	`conf`	Can Solana's high throughput be an enabler for IoT? QRS Companion Fintan Duffy, Malika Bendechache, Irina Tal
2021	—	`conf`	Incorporating User Preferences in Multi-objective Feature Selection in Software Product Lines Using Multi-Criteria Decision Analysis. OLA Takfarinas Saber, Malika Bendechache, Anthony Ventresque
2021	B	`conf`	Irish Attitudes Toward COVID Tracker App & Privacy: Sentiment Analysis on Twitter and Survey Data. ARES Pintu Lohar, Guodong Xie, Malika Bendechache, Rob Brennan, Edoardo Celeste, Ramona Trestian, Irina Tal
2021	J	`jnl`	Osteolysis: A Literature Review of Basic Science and Potential Computer-Based Image Processing Detection Methods. Comput. Intell. Neurosci. Soroush Baseri Saadi, Ramin Ranjbarzadeh, Ozeir kazemi, Amir Amirabadi, Saeid Jafarzadeh Ghoushchi, Oveis Kazemi, Sonya Azadikhah, Malika Bendechache
2021	—	`conf`	PRIVATT - A Closer Look at People's Data Privacy Attitudes in Times of COVID-19. MeditCom Ramona Trestian, Guodong Xie, Pintu Lohar, Edoardo Celeste, Malika Bendechache, Rob Brennan, Irina Tal
2021	B	`conf`	Privacy in Times of COVID-19: A Pilot Study in the Republic of Ireland. ARES Guodong Xie, Pintu Lohar, Claudia Florea, Malika Bendechache, Ramona Trestian, Rob Brennan, Regina Connolly, Irina Tal
2021	J	`jnl`	Privacy in a Time of COVID-19: How Concerned Are You? IEEE Secur. Priv. Ramona Trestian, Guodong Xie, Pintu Lohar, Edoardo Celeste, Malika Bendechache, Rob Brennan, Evgeniia Jayasekera, Regina Connolly, Irina Tal
2021	J	`jnl`	Public attitudes towards privacy in COVID-19 times in the Republic of Ireland: A pilot study. Inf. Secur. J. A Glob. Perspect. Malika Bendechache, Pintu Lohar, Guodong Xie, Rob Brennan, Ramona Trestian, Edoardo Celeste, Kristina Kapanova, Evgeniia Jayasekera, Irina Tal
2021	J	`jnl`	Simulating and Evaluating a Real-World ElasticSearch System Using the RECAP DES Simulator. Future Internet Malika Bendechache, Sergej Svorobej, Patricia Takako Endo, Adrian Mihai, Theo Lynn
2021	J	`jnl`	TPCNN: Two-path convolutional neural network for tumor and liver segmentation in CT images using a novel encoding approach. Expert Syst. Appl. Amirhossein Aghamohammadi, Ramin Ranjbarzadeh, Fatemeh Naiemi, Marzieh Mogharrebi, Shadi Dorosti, Malika Bendechache
2021	—	`conf`	Towards an Optimised Vehicle Detection Algorithm for Multi-Object Tracking in Traffic Surveillance. AICS Soumi Mitra, Nandhini Reddy Aileni, Irina Tal, Malika Bendechache
2020	J	`jnl`	Simulating Resource Management across the Cloud-to-Thing Continuum: A Survey and Future Directions. Future Internet Malika Bendechache, Sergej Svorobej, Patricia Takako Endo, Theo Lynn
2020	—	`conf`	Towards an Automatic Data Value Analysis Method for Relational Databases. ICEIS (2) Malika Bendechache, Nihar Sudhanshu Limaye, Rob Brennan
2020	J	`jnl`	Towards simulation and optimization of cache placement on large virtual content distribution networks. J. Comput. Sci. Christos K. Filelis-Papadopoulos, Patricia Takako Endo, Malika Bendechache, Sergej Svorobej, Konstantinos M. Giannoutakis, George A. Gravvanis, Dimitrios Tzovaras, James Byrne, Theo Lynn
2019	—	`conf`	Analysing Dependability and Performance of a Real-World Elastic Search Application. LADC Malika Bendechache, Theo Lynn, Ivanovitch Silva, Guto Leoni Santos, Luiz Affonso Guedes, Sergej Svorobej, Manuel Noya Mario, M. Eduardo Ares, James Byrne, Patricia Takako Endo
2019	C	`conf`	Modelling and Simulation of ElasticSearch using CloudSim. DS-RT Malika Bendechache, Sergej Svorobej, Patricia Takako Endo, Manuel Noya Marino, M. Eduardo Ares, James Byrne, Theo Lynn
2019	J	`jnl`	Parallel and distributed clustering framework for big spatial data mining. Int. J. Parallel Emergent Distributed Syst. Malika Bendechache, Kamel Tari, M. Tahar Kechadi
2019	J	`jnl`	Simulating Fog and Edge Computing Scenarios: An Overview and Research Challenges. Future Internet Sergej Svorobej, Patricia Takako Endo, Malika Bendechache, Christos K. Filelis-Papadopoulos, Konstantinos M. Giannoutakis, George A. Gravvanis, Dimitrios Tzovaras, James Byrne, Theo Lynn
2018	J	`jnl`	Distributed Clustering Algorithm for Spatial Data Mining. CoRR Malika Bendechache, M. Tahar Kechadi
2018	J	`jnl`	Hierarchical Aggregation Approach for Distributed clustering of spatial datasets. CoRR Malika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi
2017	J	`jnl`	Distributed Spatial Data Clustering as a New Approach for Big Data Analysis. CoRR Malika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi
2017	J	`jnl`	Efficient Large Scale Clustering based on data partitioning. CoRR Malika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi
2017	Misc	`conf`	Performance Evaluation of a Distributed Clustering Approach for Spatial Datasets. AusDM Malika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi
2016	B	`conf`	Efficient Large Scale Clustering Based on Data Partitioning. DSAA Malika Bendechache, M. Tahar Kechadi, Nhien-An Le-Khac
2016	—	`conf`	Hierarchical Aggregation Approach for Distributed Clustering of Spatial Datasets. ICDM Workshops Malika Bendechache, Nhien-An Le-Khac, M. Tahar Kechadi
2015	—	`conf`	Distributed clustering algorithm for spatial data mining. ICSDM Malika Bendechache, M. Tahar Kechadi