Statistical Learning Based Framework for Random Networks Knowledge Extraction Applied in Smart Cities. - Smail Tigani; Mohammed Ouzzif; Rachid Saadane (UNet, 2015)

Enhancing Social Network Communication through Dynamic Clustering Balance. - Soumaya Lamrhari; Hamid Elghazi; Smail Tigani; Abdellatif El Faker; Tayeb Sadiki (MedPRAI, 2018)

Multivariate Statistical Model based Currency Market Profitability Binary Classifier. - Smail Tigani; Rachid Saadane (MedPRAI, 2018)

Principal component analysis based approach for understanding electrocoagulation setting impact on chromium elimination: a step toward smart eco-friendly city. - Meryem Akoulih; Smail Tigani; Hasna Chaibi; Rachid Saadane; Amal Tazi (SCA, 2019)

Gaussian Mixture and Kernel Density-Based Hybrid Model for Volatility Behavior Extraction From Public Financial Data. - Smail Tigani; Hasna Chaibi; Rachid Saadane (Data, 2019)

Hybrid Deep Learning Vision-based Models for Human Object Interaction Detection by Knowledge Distillation. - Oumaima Moutik; Smail Tigani; Rachid Saadane; Abdellah Chehri (KES, 2021)

Deep Neural Network and Boosting Based Hybrid Quality Ranking for e-Commerce Product Search. - Mourad Jbene; Smail Tigani; Rachid Saadane; Abdellah Chehri (Big Data Cogn. Comput., 2021)

A Robust Slot Filling Model based on LSTM and CRF for IoT Voice Interaction. - Mourad Jbene; Smail Tigani; Rachid Saadane; Abdellah Chehri (GLOBECOM (Workshops), 2022)

User Sentiment Analysis in Conversational Systems Based on Augmentation and Attention-based BiLSTM. - Mourad Jbene; Mourad Raif; Smail Tigani; Abdellah Chehri; Rachid Saadane (KES, 2022)

Deep Learning based Currency Exchange Volatility Classifier for Best Trading Time Recommendation. - Smail Tigani; Khawla Tadist; Rachid Saadane; Abdellah Chehri; Hasna Chaibi (KES, 2022)

Swarm Robotics: Moving from Concept to Application. - Baptiste Septfons; Abdellah Chehri; Hasna Chaibi; Rachid Saadane; Smail Tigani (KES-HCIS, 2022)

An LSTM-based Intent Detector for Conversational Recommender Systems. - Mourad Jbene; Smail Tigani; Rachid Saadane; Abdellah Chehri (VTC Spring, 2022)

Tracking Dialog States in Goal-Oriented Dialogues using a BERT-Based Siamese Network. - Mourad Jbene; Smail Tigani; Abdellah Chehri; Hasna Chaibi; Rachid Saadane (KES, 2023)

Deep Learning based Currency Trend Classification Trained on Technical Indicators based Generated Dataset. - Smail Tigani; Amal Makrane; Rachid Saadane; Abdellah Chehri (KES, 2023)

Ultrasound-Coupled Electrocoagulation Based Azo Dye Fading Rate Prediction Using Deep Neural Networks. - Meryem Akoulih; Smail Tigani; Asmaa Wakrim; Abdellah Chehri; Rachid Saadane; Sanae El Ghachtouli (KES-HCIS, 2023)

Convolutional Neural Networks or Vision Transformers: Who Will Win the Race for Action Recognitions in Visual Data? - Oumaima Moutik; Hiba Sekkat; Smail Tigani; Abdellah Chehri; Rachid Saadane; Taha Ait Tchakoucht; Anand Paul (Sensors, 2023)

NLP Combined with Bi-LSTM Classifier Based Intent Detection Algorithm for Smart House Control Using WhatsApp Message. - Smail Tigani; Hassna Chaibi; Rachid Saadane; Abdellah Chehri (ICSOC Workshops (2), 2024)

From Data to Decisions : Exploring Data Analytics in HR for Agile Organizational Decision Making. - Chaymae Hamieddine; Smail Tigani; Malika Akioud; Rachid Saadane; Abdellah Chehri (KES, 2024)

Intent detection for task-oriented conversational agents: A comparative study of recurrent neural networks and transformer models. - Mourad Jbene; Abdellah Chehri; Rachid Saadane; Smail Tigani; Gwanggil Jeon (Expert Syst. J. Knowl. Eng., 2025)

From RNNs to Transformers and Beyond: a Deep Dive into Intent Detection in Goal-oriented Conversational Agents. - Mourad Jbene; Abdellah Chehri; Rachid Saadane; Smail Tigani; Gwanggil Jeon (Cogn. Comput., 2025)