Home › Researcher directory › Siham Yousfi
Siham Yousfi
Affiliation : École des Sciences de I'information
- 18Publications (affiliation in Morocco)
- 25Total publications
- 572Citations
- 8h-index
Research profile
Siham Yousfi has 18 indexed publications (2014–2025). Their work appears mainly in “Lecture notes in networks and systems”, “Journal of King Saud University - Computer and Information Sciences” and “Lecture notes in electrical engineering”. Their most cited article, “A CNN-BiLSTM Model for Document-Level Sentiment Analysis” (2019), has been cited 300 times. 6 of these publications date from the last three years of activity. Their work is co-authored with at least 12 researchers, including institutions in France.
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Create my free profile Add my publicationsResearch areas
- Topic Modeling
- Big Data Technologies and Applications
- Cloud Computing and Resource Management
- Stock Market Forecasting Methods
- Sentiment Analysis and Opinion Mining
Publications (18)
- BioMed-LLaMa-3: Instruction-Efficient Fine-Tuning of Large Language Models for Improved Biomedical Language Understanding
- SSMT-PANBERT: A single-stage multitask model for phenotype extraction and assertion negation detection in unstructured clinical text
- Multimodal Machine Learning for Predicting Post-Surgery Quality of Life in Colorectal Cancer Patients
- Supervised Machine Learning for Breast Cancer Risk Factors Analysis and Survival Prediction
- Towards a new intelligent traffic system based on deep learning and data integration
- Deep Learning-Based Multi-task Approach for Neuronal Cells Classification and Segmentation
- Smart big data framework for insight discovery
- BERT based clinical knowledge extraction for biomedical knowledge graph construction and analysis
- A hybrid recommender system for patron driven library acquisition and weeding
- A CNN-BiLSTM Model for Document-Level Sentiment Analysis
- Towards a Generic Multimodal Architecture for Batch and Streaming Big Data Integration
- Mixed-Profiling Recommender Systems for Big Data Environment
- How Big Open Data Can Improve Public Services
- Toward a Big Data-as-a-Service for Social Networks Graphs Analysis
- Big Data-as-a-service solution for building graph social networks
- Big Data - Open Data : Quelles valeurs ? Quels enjeux ?
- Big Data - Open Data : Quelles valeurs ? Quels enjeux ?
- Graph file format for ETL
Publication venues
- Lecture notes in networks and systems × 2
- Journal of King Saud University - Computer and Information Sciences × 2
- Lecture notes in electrical engineering × 2
- De Boeck Supérieur eBooks × 2
- Lecture notes in computer science × 1
- Computers in Biology and Medicine × 1
Publications per year
- 20252
- 20241
- 20233
- 20221
- 20211
- 20201
- 20192
- 20181
- 20162
- 20153
Collaborations
Partner institutions : Mohammed V University · Ecole Mohammadia d'Ingénieurs · Centre Hospitalier Universitaire Hassan II · Sidi Mohamed Ben Abdellah University · Centre National pour la Recherche Scientifique et Technique (CNRST)
Co-authors’ countries : France
Co-authors
- Maryem Rhanoui
- Mounia Mikram
- Dalila Chiadmi
- Fouad Nafis
- K. Amazian
- Nour Eddine Zekaoui
- Khaoula Alaoui Belghiti
- Bouchra El Asri
- Naoufel Zoubeidi
- Abderrahim Ait Abderrhim
- Ayoub Kasmi
- İmane Toughrai
Bibliographic data from OpenAlex (open database).
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