| 2024 | ICIP | Improving Automatic Target Recognition With Infrared Imagery Using Vision Transformers and Focused Data Augmentation. | Nada Baili, Hichem Frigui |
| 2023 | CVPR | Improving Automatic Target Recognition in Low Data Regime using Semi-Supervised Learning and Generative Data Augmentation. | Fadoua Khmaissia, Hichem Frigui |
| 2023 | ICIP | ADA-VIT: Attention-Guided Data Augmentation for Vision Transformers. | Nada Baili, Hichem Frigui |
| 2022 | ICMLA | Lung Nodules Identification in CT Scans Using Multiple Instance Learning. | Wiem Safta, Hichem Frigui |
| 2019 | SAC | Ensemble feature selection for biomarker discovery in mass spectrometry-based metabolomics. | Aliasghar Shahrjooihaghighi, Hichem Frigui, Xiang Zhang, Xiaoli Wei, Biyun Shi, Craig J. McClain |
| 2019 | SAC | Molecule specific normalization for protein and metabolite biomarker discovery. | Ameni Trabelsi, Biyun Shi, Xiaoli Wei, Hichem Frigui, Xiang Zhang, Craig McClain, Aliasghar Shahrjooihaghighi |
| 2018 | CBMI | Cardio-Pulmonary Resuscitation (CPR) Scene Retrieval from Medical Simulation Videos Using Local Binary Patterns Over Three Orthogonal Planes. | M. S. Anju Panicker, Hichem Frigui, Aaron W. Calhoun |
| 2017 | CVPR | A Large and Diverse Dataset for Improved Vehicle Make and Model Recognition. | Faezeh Tafazzoli, Hichem Frigui, Keishin Nishiyama |
| 2016 | ICPR | Multiple Instance Learning with multiple positive and negative target concepts. | Andrew Karem, Hichem Frigui |
| 2015 | ICMLA | Speaker Identification in Medical Simulation Data Using Fisher Vector Representation. | Shuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun |
| 2015 | IGARSS | A multiple instance neuro-fuzzy inference system for fusion of multiple landmine detection algorithms. | Amine Ben Khalifa, Hichem Frigui |
| 2014 | ATSIP | Incremental fuzzy clustering with multiple kernels. | Naouel Baili, Hichem Frigui |
| 2014 | ATSIP | Identification of cardio-pulmonary resuscitation (CPR) scenes in video simulating medical crises. | Hichem Frigui, Surangkana Rawungyot, A. Hamdi |
| 2014 | ICIP | Context dependent hyperspectral subpixel target detection. | Hamdi Jenzri, Hichem Frigui, Paul D. Gader |
| 2014 | ICPR | Robust Context Dependent Spectral Unmixing. | Hamdi Jenzri, Hichem Frigui, Paul D. Gader |
| 2014 | IGARSS | Fusion of multiple landmine detection algorithms using an adaptive neuro fuzzy inference system. | Amine Ben Khalifa, Hichem Frigui |
| 2012 | ICIP | Hyperspectral image analysis with piece-wise convex endmember estimation and spectral unmixing. | Alina Zare, Ouiem Bchir, Hichem Frigui, Paul D. Gader |
| 2012 | ICMLA | Feature Mapping and Fusion for Music Genre Classification. | Haythem Balti, Hichem Frigui |
| 2012 | ICMLA | Semantic Indexing of Video Simulations for Enhancing Medical Care During Crises. | Shuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun |
| 2011 | ICDM | Relational Fuzzy Clustering with Multiple Kernels. | Naouel Baili, Hichem Frigui |
| 2011 | ICIP | Image database categorization using robust unsupervised learning of finite generalized dirichlet mixture models. | M. Maher Ben Ismail, Hichem Frigui |
| 2011 | IGARSS | Landmine detection using an ensemble of continuous HMMs with multiple features. | Anis Hamdi, Hichem Frigui |
| 2011 | IGARSS | A multiple instance learning approach for landmine detection using Ground Penetrating Radar. | Andrew Karem, Hichem Frigui |
| 2010 | ICANN | Adaptive Local Fusion with Neural Networks. | Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader |
| 2010 | ICPR | Possibilistic Clustering Based on Robust Modeling of Finite Generalized Dirichlet Mixture. | M. Maher Ben Ismail, Hichem Frigui |
| 2010 | IGARSS | Model level fusion of edge histogram descriptors and gabor wavelets for landmine detection with ground penetrating radar. | Oualid Missaoui, Hichem Frigui, Paul D. Gader |
| 2010 | IGARSS | AN SVM classifier with HMM-based kernel for landmine detection using ground penetrating radar. | Anis Hamdi, Oualid Missaoui, Hichem Frigui |
| 2009 | ICMLA | Dominant Audio Descriptors for Audio Classification and Retrieval. | Aleksey Fadeev, Oualid Missaoui, Hichem Frigui |
| 2009 | ICMLA | Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge. | Aleksey Fadeev, Oualid Missaoui, Hichem Frigui |
| 2009 | ICMLA | Discriminative Multi-stream Discrete Hidden Markov Models. | Oualid Missaoui, Hichem Frigui, Paul D. Gader |
| 2009 | ICMLA | Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning. | Lijun Zhang, Hichem Frigui, Paul D. Gader |
| 2009 | IJCNN | Robust kernel PCA using fuzzy membership. | Gyeongyong Heo, Paul D. Gader, Hichem Frigui |
| 2009 | ISCC | Image annotation based on constrained clustering and semi-naive bayesian model. | M. Maher Ben Ismail, Hichem Frigui |
| 2008 | ICIP | Dominant Texture Descriptors for image classification and retrieval. | Aleksey Fadeev, Hichem Frigui |
| 2008 | ICPR | Optimal feature weighting for the discrete HMM. | Oualid Missaoui, Hichem Frigui |
| 2008 | ICPR | Optimal feature weighting for the continuous HMM. | Oualid Missaoui, Hichem Frigui |
| 2008 | IGARSS | Context-Dependent Multi-Sensor Fusion for Landmine Detection. | Hichem Frigui, Lijun Zhang, Paul D. Gader |
| 2008 | ISCC | Semi-supervised Clustering and Aggregation of Relational Data. | Hichem Frigui, Cheul Hwang |
| 2007 | SDM | Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus. | Hichem Frigui, Joshua Caudill |
| 2007 | SDM | Adaptive Concept Learning through Clustering and Aggregation of Relational Data. | Hichem Frigui, Cheul Hwang |
| 2006 | ICIP | Region Based Image Annotation. | Hichem Frigui, Joshua Caudill |
| 2006 | ICPR | Building a Multi-Modal Thesaurus from Annotated Images. | Hichem Frigui, Joshua Caudill |
| 2004 | ICPR | MembershipMap: Data Transformation Based on Membership Aggregation. | Hichem Frigui |
| 2004 | ICPR | Projection and Visualization based on Synchronization of Coupled Oscillators. | Hichem Frigui |
| 2004 | IKE | Visualizing and Browsing Large Image Databases. | Hichem Frigui |
| 2002 | KDD | SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets. | Hichem Frigui |
| 2001 | ICDM | A Synchronization Based Algorithm for Discovering Ellipsoidal Clusters in Large Datasets. | Hichem Frigui, Mohamed Ben Hadj Rhouma |
| 1996 | CVPR | A Robust Clustering Algorithm Based on Competitive Agglomeration and Soft Rejection of Outliers. | Hichem Frigui, Raghu Krishnapuram |