Hichem Frigui

ORCID

Publication Activity (10 Years)

Years Active: 1992-2023
Publications (10 Years): 27

Top Venues

Publications

Fadoua Khmaissia, Hichem Frigui
Improving Automatic Target Recognition in Low Data Regime using Semi-Supervised Learning and Generative Data Augmentation. CVPR Workshops (2023)
Nada Baili, Hichem Frigui
ADA-VIT: Attention-Guided Data Augmentation for Vision Transformers. ICIP (2023)
Fadoua Khmaissia, Hichem Frigui
Confidence-Guided Data Augmentation for Deep Semi-Supervised Training. CoRR (2022)
Aliasghar Shahrjooihaghighi, Hichem Frigui
Local feature selection for multiple instance learning. J. Intell. Inf. Syst. 59 (1) (2022)
Wiem Safta, Hichem Frigui
Lung Nodules Identification in CT Scans Using Multiple Instance Learning. ICMLA (2022)
Yoganand Balagurunathan, Andrew Beers, Michael F. McNitt-Gray, Lubomir M. Hadjiiski, Sandy Napel, Dmitry B. Goldgof, Gustavo Pérez, Pablo Arbelaez, Alireza Mehrtash, Tina Kapur, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez, Ricard Delgado-Gonzalo, Mohammad Mehdi Farhangi, Amir A. Amini, Renkun Ni, Xue Feng, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour, Laura Silvana Castillo, Laura Alexandra Daza, Paul F. Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani
Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. IEEE Trans. Medical Imaging 40 (12) (2021)
Mahdi Moalla, Hichem Frigui, Andrew Karem, Abdelhamid Bouzid
Application of Convolutional and Recurrent Neural Networks for Buried Threat Detection Using Ground Penetrating Radar Data. IEEE Trans. Geosci. Remote. Sens. 58 (10) (2020)
William Funke, Benjamin Veasey, Jacek M. Zurada, Hichem Frigui, Amir A. Amini
3D U-Net for segmentation of pulmonary nodules in volumetric CT scans from multi-annotator truth estimation. Medical Imaging: Computer-Aided Diagnosis (2020)
Benjamin Veasey, Mohammad Mehdi Farhangi, Hichem Frigui, Justin Broadhead, Michael Dahle, Aria Pezeshk, Albert Seow, Amir A. Amini
Lung Nodule Malignancy Classification Based ON NLSTx Data. ISBI (2020)
Wiem Safta, Mohammad Mehdi Farhangi, Benjamin Veasey, Amir A. Amini, Hichem Frigui
Multiple Instance Learning for Malignant vs. Benign Classification of Lung Nodules in Thoracic Screening Ct Data. ISBI (2019)
Aliasghar Shahrjooihaghighi, Hichem Frigui, Xiang Zhang, Xiaoli Wei, Biyun Shi, Craig J. McClain
Ensemble feature selection for biomarker discovery in mass spectrometry-based metabolomics. SAC (2019)
Jordan M. Malof, Daniël Reichman, Andrew Karem, Hichem Frigui, K. C. Ho, Joseph N. Wilson, Wen-Hsiung Lee, William Cummings, Leslie M. Collins
A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Ameni Trabelsi, Biyun Shi, Xiaoli Wei, Hichem Frigui, Xiang Zhang, Craig McClain, Aliasghar Shahrjooihaghighi
Molecule specific normalization for protein and metabolite biomarker discovery. SAC (2019)
Mohamed Trabelsi, Hichem Frigui
Robust fuzzy clustering for multiple instance regression. Pattern Recognit. 90 (2019)
Jordan M. Malof, Daniël Reichman, Andrew Karem, Hichem Frigui, Dominic K. C. Ho, Joseph N. Wilson, Wen-Hsiung Lee, William Cummings, Leslie M. Collins
A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar. CoRR (2018)
M. S. Anju Panicker, Hichem Frigui, Aaron W. Calhoun
Cardio-Pulmonary Resuscitation (CPR) Scene Retrieval from Medical Simulation Videos Using Local Binary Patterns Over Three Orthogonal Planes. CBMI (2018)
Mohamed Trabelsi, Hichem Frigui
Fuzzy and Possibilistic Clustering for Multiple Instance Linear Regression. FUZZ-IEEE (2018)
Wiem Safta, Hichem Frigui
Multiple Instance Learning for Benign vs. Malignant Classification of Lung Nodules in CT Scans. ISSPIT (2018)
Faezeh Tafazzoli, Hichem Frigui, Keishin Nishiyama
A Large and Diverse Dataset for Improved Vehicle Make and Model Recognition. CVPR Workshops (2017)
Aliasghar Shahrjooihaghighi, Hichem Frigui, Xiang Zhang, Xiaoli Wei, Biyun Shi, Ameni Trabelsi
An ensemble feature selection method for biomarker discovery. ISSPIT (2017)
Mohammad Mehdi Farhangi, Hichem Frigui, Albert Seow, Amir A. Amini
3-D Active Contour Segmentation Based on Sparse Linear Combination of Training Shapes (SCoTS). IEEE Trans. Medical Imaging 36 (11) (2017)
Ouiem Bchir, Hichem Frigui, Mohamed Maher Ben Ismail
Fuzzy clustering with learnable cluster-dependent kernels. Pattern Anal. Appl. 19 (4) (2016)
Faezeh Tafazzoli, Hichem Frigui
Vehicle make and model recognition using local features and logo detection. ISIVC (2016)
Andrew Karem, Hichem Frigui
Multiple Instance Learning with multiple positive and negative target concepts. ICPR (2016)
Mohammad Mehdi Farhangi, Hichem Frigui, Robert Bert, Amir A. Amini
Incorporating shape prior into active contours with a sparse linear combination of training shapes: Application to corpus callosum segmentation. EMBC (2016)
Amine Ben Khalifa, Hichem Frigui
Multiple Instance Fuzzy Inference Neural Networks. CoRR (2016)
Amine Ben Khalifa, Hichem Frigui
MCMI-ANFIS: A robust multi class multiple instance Adaptive Neuro-Fuzzy Inference System. FUZZ-IEEE (2016)
Amine Ben Khalifa, Hichem Frigui
A multiple instance neuro-fuzzy inference system for fusion of multiple landmine detection algorithms. IGARSS (2015)
Amine Ben Khalifa, Hichem Frigui
MI-ANFIS: A multiple instance Adaptive Neuro-Fuzzy Inference System. FUZZ-IEEE (2015)
M. S. Anju Panicker, Hichem Frigui, Aaron W. Calhoun
Identification of cardio-pulmonary resuscitation (CPR) scenes in medical simulation videos using spatio-temporal gradient orientations. IPTA (2015)
Andrew Karem, Hichem Frigui
Fuzzy clustering of multiple instance data. FUZZ-IEEE (2015)
Shuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun
Speaker Identification in Medical Simulation Data Using Fisher Vector Representation. ICMLA (2015)
Amine Ben Khalifa, Hichem Frigui
Multiple Instance Mamdani Fuzzy Inference. Int. J. Fuzzy Log. Intell. Syst. 15 (4) (2015)
Anis Hamdi, Hichem Frigui
Ensemble hidden Markov models with application to landmine detection. EURASIP J. Adv. Signal Process. 2015 (2015)
Hichem Frigui, S. Rawungyot, A. Hamdi
Identification of cardio-pulmonary resuscitation (CPR) scenes in video simulating medical crises. ATSIP (2014)
Amine Ben Khalifa, Hichem Frigui
Fusion of multiple landmine detection algorithms using an adaptive neuro fuzzy inference system. IGARSS (2014)
Mohamed Maher Ben Ismail, Hichem Frigui
Unsupervised clustering and feature weighting based on Generalized Dirichlet mixture modeling. Inf. Sci. 274 (2014)
Hamdi Jenzri, Hichem Frigui
Robust unmixing using consensus analysis. WHISPERS (2014)
Shuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun
Text-independent Speaker Identification Using Soft Bag-of-Words Feature Representation. Int. J. Fuzzy Log. Intell. Syst. 14 (4) (2014)
Naouel Baili, Hichem Frigui
Incremental fuzzy clustering with multiple kernels. ATSIP (2014)
Hamdi Jenzri, Hichem Frigui, Paul D. Gader
Robust Context Dependent Spectral Unmixing. ICPR (2014)
Hamdi Jenzri, Hichem Frigui, Paul D. Gader
Context dependent hyperspectral subpixel target detection. ICIP (2014)
Alina Zare, Paul D. Gader, Ouiem Bchir, Hichem Frigui
Piecewise Convex Multiple-Model Endmember Detection and Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 51 (5-1) (2013)
Oualid Missaoui, Hichem Frigui, Paul D. Gader
Multi-stream continuous hidden Markov models with application to landmine detection. EURASIP J. Adv. Signal Process. 2013 (2013)
Hamdi Jenzri, Hichem Frigui, Paul D. Gader
Graph constrained multi-model unmixing using LIDAR information. WHISPERS (2013)
Hichem Frigui, Ouiem Bchir, Naouel Baili
An Overview of Unsupervised and Semi-Supervised Fuzzy Kernel Clustering. Int. J. Fuzzy Log. Intell. Syst. 13 (4) (2013)
Ouiem Bchir, Hichem Frigui, Mohamed Maher Ben Ismail
Semi-Supervised Fuzzy Clustering with Learnable Cluster dependent Kernels. Int. J. Artif. Intell. Tools 22 (3) (2013)
Ouiem Bchir, Mohamed Maher Ben Ismail, Hichem Frigui
Mixture analysis based on spectral summarization. WHISPERS (2013)
Alina Zare, Ouiem Bchir, Hichem Frigui, Paul D. Gader
Hyperspectral image analysis with piece-wise convex endmember estimation and spectral unmixing. ICIP (2012)
Shuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun
Semantic Indexing of Video Simulations for Enhancing Medical Care During Crises. ICMLA (1) (2012)
Hamdi Jenzri, Hichem Frigui, Paul D. Gader
Context Dependent Spectral Unmixing. MLSP (2012)
Naouel Baili, Hichem Frigui
Fuzzy clustering with multiple kernels in feature space. FUZZ-IEEE (2012)
Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader
Adaptive Local Fusion With Fuzzy Integrals. IEEE Trans. Fuzzy Syst. 20 (5) (2012)
Haythem Balti, Hichem Frigui
Feature Mapping and Fusion for Music Genre Classification. ICMLA (1) (2012)
Hichem Frigui, Lijun Zhang, Paul D. Gader, Joseph N. Wilson, K. C. Ho, Andres Mendez-Vazquez
An evaluation of several fusion algorithms for anti-tank landmine detection and discrimination. Inf. Fusion 13 (2) (2012)
Andrew Karem, Hichem Frigui
A multiple instance learning approach for landmine detection using Ground Penetrating Radar. IGARSS (2011)
Oualid Missaoui, Hichem Frigui, Paul D. Gader
Land-Mine Detection With Ground-Penetrating Radar Using Multistream Discrete Hidden Markov Models. IEEE Trans. Geosci. Remote. Sens. 49 (6-1) (2011)
Naouel Baili, Hichem Frigui
Fuzzy clustering with Multiple Kernels. FUZZ-IEEE (2011)
Naouel Baili, Hichem Frigui
Relational Fuzzy Clustering with Multiple Kernels. ICDM Workshops (2011)
Anis Hamdi, Hichem Frigui
Landmine detection using an ensemble of continuous HMMs with multiple features. IGARSS (2011)
Ouiem Bchir, Hichem Frigui
Fuzzy clustering with Learnable Cluster dependent Kernels. FUZZ-IEEE (2011)
M. Maher Ben Ismail, Hichem Frigui
Image database categorization using robust unsupervised learning of finite generalized dirichlet mixture models. ICIP (2011)
Jeremy Bolton, Paul D. Gader, Hichem Frigui, Peter Torrione
Random set framework for multiple instance learning. Inf. Sci. 181 (11) (2011)
Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader
Adaptive Local Fusion with Neural Networks. ICANN (2) (2010)
Alina Zare, Ouiem Bchir, Hichem Frigui, Paul D. Gader
Spatially-smooth piece-wise convex endmember detection. WHISPERS (2010)
M. Maher Ben Ismail, Hichem Frigui
Image database categorization using robust modeling of finite Generalized Dirichlet mixture. IPTA (2010)
M. Maher Ben Ismail, Hichem Frigui
Possibilistic Clustering Based on Robust Modeling of Finite Generalized Dirichlet Mixture. ICPR (2010)
Alina Zare, Ouiem Bchir, Hichem Frigui, Paul D. Gader
A comparison of deterministic and probabilistic approaches to endmember representation. WHISPERS (2010)
Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader
Local Fusion with Fuzzy Integrals. FUZZ-IEEE (2010)
Gyeongyong Heo, Paul D. Gader, Hichem Frigui
A noise robust variant of context extraction for local fusion. FUZZ-IEEE (2010)
Anis Hamdi, Oualid Missaoui, Hichem Frigui
AN SVM classifier with HMM-based kernel for landmine detection using ground penetrating radar. IGARSS (2010)
Oualid Missaoui, Hichem Frigui, Paul D. Gader
Model level fusion of edge histogram descriptors and gabor wavelets for landmine detection with ground penetrating radar. IGARSS (2010)
Hichem Frigui, Lijun Zhang, Paul D. Gader
Context-Dependent Multisensor Fusion and Its Application to Land Mine Detection. IEEE Trans. Geosci. Remote. Sens. 48 (6) (2010)
Ouiem Bchir, Hichem Frigui, Alina Zare, Paul D. Gader
Multiple model endmember detection based on spectral and spatial information. WHISPERS (2010)
Gyeongyong Heo, Paul D. Gader, Hichem Frigui
RKF-PCA: Robust kernel fuzzy PCA. Neural Networks 22 (5-6) (2009)
M. Maher Ben Ismail, Hichem Frigui
Image annotation based on constrained clustering and semi-naive bayesian model. ISCC (2009)
Aleksey Fadeev, Oualid Missaoui, Hichem Frigui
Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge. ICMLA (2009)
Lijun Zhang, Hichem Frigui, Paul D. Gader
Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning. ICMLA (2009)
Gyeongyong Heo, Paul D. Gader, Hichem Frigui
Robust kernel PCA using fuzzy membership. IJCNN (2009)
Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader
Context extraction for local fusion using fuzzy clustering and feature discrimination. FUZZ-IEEE (2009)
Aleksey Fadeev, Oualid Missaoui, Hichem Frigui
Dominant Audio Descriptors for Audio Classification and Retrieval. ICMLA (2009)
Oualid Missaoui, Hichem Frigui, Paul D. Gader
Discriminative Multi-stream Discrete Hidden Markov Models. ICMLA (2009)
Hichem Frigui, Paul D. Gader
Detection and Discrimination of Land Mines in Ground-Penetrating Radar Based on Edge Histogram Descriptors and a Possibilistic K-Nearest Neighbor Classifier. IEEE Trans. Fuzzy Syst. 17 (1) (2009)
Lijun Zhang, Hichem Frigui, Paul D. Gader, Jeremy Bolton
Context-Dependent Fusion for mine detection using Airborne Hyperspectral Imagery. WHISPERS (2009)
Hichem Frigui, Cheul Hwang
Fuzzy Clustering and Aggregation of Relational Data With Instance-Level Constraints. IEEE Trans. Fuzzy Syst. 16 (6) (2008)
Oualid Missaoui, Hichem Frigui
Optimal feature weighting for the discrete HMM. ICPR (2008)
Hichem Frigui, Jason Meredith
Image database categorization under spatial constraints using adaptive constrained clustering. FUZZ-IEEE (2008)
Hichem Frigui, Lijun Zhang, Paul D. Gader
Context-Dependent Multi-Sensor Fusion for Landmine Detection. IGARSS (2) (2008)
Hichem Frigui, Joshua Caudill, Ahmed Chamseddine Ben Abdallah
Fusion of multi-modal features for efficient content-based image retrieval. FUZZ-IEEE (2008)
Dae-Jin Kim, Hichem Frigui, Aleksey Fadeev
A generic approach to semantic video indexing using adaptive fusion of multimodal classifiers. Int. J. Imaging Syst. Technol. 18 (2-3) (2008)
Hichem Frigui, Cheul Hwang
Semi-supervised Clustering and Aggregation of Relational Data. ISCC (2008)
Oualid Missaoui, Hichem Frigui
Optimal feature weighting for the continuous HMM. ICPR (2008)
Hichem Frigui, Rami Mahdi, Jason Meredith
Combining feedbackand image database categorization in CBIR. ICME (2008)
Aleksey Fadeev, Hichem Frigui
Dominant Texture Descriptors for image classification and retrieval. ICIP (2008)
Aleksey Fadeev, Hichem Frigui, Dae-Jin Kim, Adel Elmaghraby
Transformation of Relational Features for Use with Conventional Classifiers. FUZZ-IEEE (2007)
Hichem Frigui, Joshua Caudill
Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus. SDM (2007)
Hichem Frigui, Cheul Hwang, Frank Chung-Hoon Rhee
Clustering and aggregation of relational data with applications to image database categorization. Pattern Recognit. 40 (11) (2007)
Joseph N. Wilson, Paul D. Gader, Wen-Hsiung Lee, Hichem Frigui, K. C. Ho
A Large-Scale Systematic Evaluation of Algorithms Using Ground-Penetrating Radar for Landmine Detection and Discrimination. IEEE Trans. Geosci. Remote. Sens. 45 (8) (2007)
Hichem Frigui, Cheul Hwang
Adaptive Concept Learning through Clustering and Aggregation of Relational Data. SDM (2007)
Hichem Frigui, Rami Mahdi
Semi-Supervised Clustering and Feature Discrimination with Instance-Level Constraints. FUZZ-IEEE (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hichem Frigui