Home › Researcher directory › Dalal Bardou
Dalal Bardou
Affiliation : Abbès Laghrour University of Khenchela
- 31Publications (affiliation in Algeria)
- 39Total publications
- 1182Citations
- 12h-index
Research profile
Dalal Bardou has 31 indexed publications (2020–2026). Their work appears mainly in “The Journal of Supercomputing”, “Expert Systems with Applications” and “Information systems engineering and management”. Their most cited article, “Conventional Machine Learning versus Deep Learning for Magnification Dependent Histopathological Breast Cancer Image Classification: A Compa” (2021), has been cited 85 times. 21 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers.
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Create my free profile Add my publicationsResearch areas
- Complex Network Analysis Techniques
- Graph theory and applications
- Graph Theory and Algorithms
- Advanced Neural Network Applications
- Advanced Graph Neural Networks
Publications (31)
- TEN: A transformer-based efficient network for pneumonia diagnosis with chest x-rays
- A Review of Automatic Hair Removal in Dermoscopy Images: From Image Processing to Deep Learning
- Identifying Key Nodes in Multiplex Networks Based on Evidence Theory
- PharMistral: Drug generation for novel protein targets by Mistral Large Language Model
- PharMistral: Drug Generation for Novel Protein Targets by Mistral Large Language Model
- DSGA: Domain-specific generative augmentation for cross-domain few-shot chest X-ray disease recognition
- Dara: distribution-aware representation alignment for semi-supervised domain adaptation in image classification
- MERGE: multimodal-enhanced representation and guided ensemble for pneumonia recognition in chest X-ray images
- CLCFE: complementary loss coupling for feature-enhanced few-shot fine-grained visual recognition
- A spatially aware global and local perspective approach for few-shot incremental learning
- VLCA: Vision-language feature enhancement with cross-Attention learning for facial expression recognition
- Recent Advances in Hair Removal in Dermoscopy Images Using Deep Learning
- BiDect: Leveraging cascaded Bidirectional Long Short-Term Memory for enhanced contextual modeling in plant disease classification
- Cosinus-Based vs Sinus-Based Transfer Functions Effect on Modified Binary Rat Swarm Optimizer
- Enhanced deep non-negative matrix factorization for multi-view clustering
- Healthcare Sustainability: Eco-Friendly Methods for Integrating Artificial Intelligence in Healthcare
- GAD-VAE: generative adversarial disentanglement with variational autoencoders for hair removal in dermoscopy images
- Adversarial nonnegative matrix factorization for temporal link prediction
- Optimizing Task Scheduling in Cloud Computing Using Discrete Tuna Swarm Optimization
- Evolutionary Perturbation Attack on Temporal Link Prediction
- MPF-GAN: an enhanced architecture for 3D face reconstruction
- Task scheduling and VM placement to resource allocation in Cloud computing: challenges and opportunities
- An improved gravity centrality for finding important nodes in multi-layer networks based on multi-PageRank
- A Community-Based Centrality Measure for Identifying Key Nodes in Multilayer Networks
- Deep Autoencoder-like non-negative matrix factorization with graph regularized for link prediction in dynamic networks
- Hair removal in dermoscopy images using variational autoencoders
- Graph regularized nonnegative matrix factorization for link prediction in directed temporal networks using PageRank centrality
- Community Detection in Multilayer Networks Via Semi-Supervised Joint Symmetric Nonnegative Matrix Factorization
- A novel hybrid multi-objective algorithm to solve the generalized cubic cell formation problem
- Conventional Machine Learning versus Deep Learning for Magnification Dependent Histopathological Breast Cancer Image Classification: A Comparative Study with Visual Explanation
- HITS centrality based on inter-layer similarity for multilayer temporal networks
Publication venues
- The Journal of Supercomputing × 2
- Expert Systems with Applications × 2
- Information systems engineering and management × 2
- Pattern Analysis and Applications × 1
- Journal of Imaging Informatics in Medicine × 1
- IEEE Access × 1
Publications per year
- 20266
- 202510
- 20245
- 20234
- 20224
- 20211
- 20201
Collaborations
Partner institutions : University of Batna 2 · University of Jijel · University of Biskra · Mohamed-Cherif Messaadia University · University of Guelma
Co-authors
- Karima Saidi
- Hichem Rahab
- Hamida Bouaziz
- Fayçal Abbas
- Mehdi Malah
- Yasmine Medjadba
- Hichem Haouassi
- Said Kouachi
- Aissa Snani
- Ramzi Agaba
- Youcef Bezza
- Ouahiba Chouhal
Bibliographic data from OpenAlex (open database).
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