Hichem Frigui

发表

Application of Convolutional and Recurrent Neural Networks for Buried Threat Detection Using Ground Penetrating Radar Data

Mahdi Moalla, Hichem Frigui, Andrew Karem, 2020, IEEE Transactions on Geoscience and Remote Sensing.

Context dependent hyperspectral subpixel target detection

Paul D. Gader, Hichem Frigui, Hamdi Jenzri, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Proceedings of the 12th IEEE International Conference on Fuzzy Systems : Sunday 25 May-Wednesday 28 May, 2003, St. Louis, Missouri, USA : exploring new frontiers : FUZZ-IEEE 2003

James M. Keller, Hichem Frigui, Olfa Nasraoui, 2003 .

MI-ANFIS: A multiple instance Adaptive Neuro-Fuzzy Inference System

Hichem Frigui, Amine Ben Khalifa, 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

3D U-Net for segmentation of pulmonary nodules in volumetric CT scans from multi-annotator truth estimation

Hichem Frigui, Amir A. Amini, William Funke, 2020, Medical Imaging.

Landmine detection using an ensemble of continuous HMMs with multiple features

Hichem Frigui, Anis Hamdi, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Model level fusion of edge histogram descriptors and gabor wavelets for landmine detection with ground penetrating radar

Paul D. Gader, Hichem Frigui, Oualid Missaoui, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

Clustering fuzzy sets with application to image database categorization

Hichem Frigui, Nozha Boujemaa, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

Handwritten character membership function estimation for word recognition

Paul D. Gader, Hichem Frigui, Raghu Krishnapuram, 2001, 10th IEEE International Conference on Fuzzy Systems. (Cat. No.01CH37297).

Land-Mine Detection With Ground-Penetrating Radar Using Multistream Discrete Hidden Markov Models

Paul D. Gader, Hichem Frigui, Oualid Missaoui, 2011, IEEE Transactions on Geoscience and Remote Sensing.

Speaker Identification in Medical Simulation Data Using Fisher Vector Representation

Hichem Frigui, Shuangshuang Jiang, Aaron W. Calhoun, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning

Paul D. Gader, Hichem Frigui, Lijun Zhang, 2009, 2009 International Conference on Machine Learning and Applications.

A generic approach to semantic video indexing using adaptive fusion of multimodal classifiers

Hichem Frigui, Dae-Jin Kim, Aleksey Fadeev, 2008 .

Detection and discrimination of landmines in ground-penetrating radar based on edge histogram descriptors

Paul D. Gader, Hichem Frigui, 2006, SPIE Defense + Commercial Sensing.

Projection and visualization based on synchronization of coupled oscillators

Hichem Frigui, H. Frigui, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Simultaneous Clustering and Feature Discrimination with Applications

Hichem Frigui, H. Frigui, 2007 .

Local Fusion with Fuzzy Integrals

Paul D. Gader, Hichem Frigui, Ahmed Chamseddine Ben Abdallah, 2010, International Conference on Fuzzy Systems.

Feature learning for a hidden Markov model approach to landmine detection

Paul D. Gader, Hichem Frigui, Xuping Zhang, 2007, SPIE Defense + Commercial Sensing.

Robust kernel PCA using fuzzy membership

Paul D. Gader, Hichem Frigui, Gyeongyong Heo, 2009, 2009 International Joint Conference on Neural Networks.

Visualizing and Browsing Large Image Databases

Hichem Frigui, 2004, IKE.

Cardio-Pulmonary Resuscitation (CPR) Scene Retrieval from Medical Simulation Videos Using Local Binary Patterns Over Three Orthogonal Planes

Hichem Frigui, Aaron W. Calhoun, M. S. Anju Panicker, 2018, 2018 International Conference on Content-Based Multimedia Indexing (CBMI).

Relational Fuzzy Clustering with Multiple Kernels

Hichem Frigui, Naouel Baili, 2011, 2011 IEEE 11th International Conference on Data Mining Workshops.

New results in fuzzy-set-based detection of land mines with GPR

Paul D. Gader, James M. Keller, Bruce N. Nelson, 1999, Defense, Security, and Sensing.

Semi-supervised relational fuzzy clustering with local distance measure learning

Hichem Frigui, Ouiem Bchir, Mohamed Maher Ben Ismail, 2013, 2013 World Congress on Computer and Information Technology (WCCIT).

Multiple Instance Learning with multiple positive and negative target concepts

Hichem Frigui, Andrew Karem, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Robust unmixing using consensus analysis

Hichem Frigui, Hamdi Jenzri, H. Frigui, 2014, 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Unsupervised Image Segmentation and Annotation for Content-Based Image Retrieval

Hichem Frigui, Joshua Caudill, H. Frigui, 2006, 2006 IEEE International Conference on Fuzzy Systems.

Context-Dependent Fusion with Applications

Hichem Frigui, 2013 .

Feature extraction for predicting the probability of detecting buried explosive objects using GPR data

Hichem Frigui, Andrew Karem, Fadoua Khmaissia, 2019, Defense + Commercial Sensing.

A Large-Scale Systematic Evaluation of Algorithms Using Ground-Penetrating Radar for Landmine Detection and Discrimination

Joseph N. Wilson, Paul D. Gader, K. C. Ho, 2007, IEEE Transactions on Geoscience and Remote Sensing.

Context extraction for local fusion for landmine detection with multi-sensor systems

Paul D. Gader, Hichem Frigui, Ahmed Chamseddine Ben Abdallah, 2009, Defense + Commercial Sensing.

Lung Nodule Malignancy Classification Based ON NLSTx Data

Hichem Frigui, Amir A. Amini, Aria Pezeshk, 2020, 2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI).

Adaptive edge histogram descriptor for landmine detection using GPR

Paul D. Gader, Hichem Frigui, Andrew Karem, 2009, Defense + Commercial Sensing.

Robust fuzzy clustering for multiple instance regression

Hichem Frigui, Mohamed Trabelsi, M. Trabelsi, 2019, Pattern Recognit..

A robust algorithm for automatic extraction of an unknown number of clusters from noisy data

Hichem Frigui, Raghu Krishnapuram, H. Frigui, 1996, Pattern Recognit. Lett..

Range Image Segmentation Through Fuzzy and Possibilistic Shell Clustering

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1995 .

The fuzzy c spherical shells algorithm: A new approach

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1992, IEEE Trans. Neural Networks.

A generic framework for context-dependent fusion with application to landmine detection

Paul D. Gader, Hichem Frigui, Ahmed Chamseddine Ben Abdallah, 2008, SPIE Defense + Commercial Sensing.

New Results - Construction and organization of the visual feature space

Olivier Buisson, Nicolas Hervé, Hichem Frigui, 2004 .

Context Dependent Spectral Unmixing

Paul D. Gader, Hichem Frigui, Hamdi Jenzri, 2012, 2012 IEEE International Workshop on Machine Learning for Signal Processing.

Detection of land mines using fuzzy and possibilistic membership functions

Paul D. Gader, Hichem Frigui, Kotturu Satyanarayana, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

Self-Organization of Pulse-Coupled Oscillators with Application to Clustering

Hichem Frigui, Mohamed Ben Hadj Rhouma, H. Frigui, 2001, IEEE Trans. Pattern Anal. Mach. Intell..

Comparison of different classification algorithms for landmine detection using GPR

Hichem Frigui, Andrew Karem, Paul Gader, 2010, Defense + Commercial Sensing.

Landmine detection using fuzzy sets with GPR images

Paul D. Gader, James M. Keller, Hichem Frigui, 1998, 1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36228).

Fuzzy Clustering and Aggregation of Relational Data With Instance-Level Constraints

Hichem Frigui, Cheul Hwang, 2008, IEEE Transactions on Fuzzy Systems.

A multiple instance learning approach for landmine detection using Ground Penetrating Radar

Hichem Frigui, Andrew Karem, 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

Semi-supervised clustering and local scale learning algorithm

Hichem Frigui, Ouiem Bchir, Mohamed Maher Ben Ismail, 2013, 2013 World Congress on Computer and Information Technology (WCCIT).

Possibilistic Clustering Based on Robust Modeling of Finite Generalized Dirichlet Mixture

Hichem Frigui, M. Maher Ben Ismail, H. Frigui, 2010, 2010 20th International Conference on Pattern Recognition.

Optimal feature weighting for the continuous HMM

Hichem Frigui, Oualid Missaoui, H. Frigui, 2008, 2008 19th International Conference on Pattern Recognition.

Embedding the multiple instance problem: applications to landmine detection with ground penetrating radar

Paul D. Gader, Hichem Frigui, Jeremy Bolton, 2013, Defense, Security, and Sensing.

Three-band MRI image fusion utilizing the wavelet-based method optimized with two quantitative fusion metrics

Yufeng Zheng, Hichem Frigui, Adel Said Elmaghraby, 2006, SPIE Medical Imaging.

Fuzzy clustering with learnable cluster-dependent kernels

Hichem Frigui, M. Maher Ben Ismail, Ouiem Bchir, 2016, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011).

Simultaneous categorization of text documents and identification of cluster-dependent keywords

Hichem Frigui, Olfa Nasraoui, O. Nasraoui, 2002, 2002 IEEE World Congress on Computational Intelligence. 2002 IEEE International Conference on Fuzzy Systems. FUZZ-IEEE'02. Proceedings (Cat. No.02CH37291).

Adaptive Concept Learning through Clustering and Aggregation of Relational Data

Hichem Frigui, Cheul Hwang, H. Frigui, 2007, SDM.

Unsupervised clustering and feature weighting based on Generalized Dirichlet mixture modeling

Hichem Frigui, M. Maher Ben Ismail, H. Frigui, 2014, Inf. Sci..

Context extraction for local fusion using fuzzy clustering and feature discrimination

Paul D. Gader, Hichem Frigui, Ahmed Chamseddine Ben Abdallah, 2009, 2009 IEEE International Conference on Fuzzy Systems.

MCMI-ANFIS: A robust multi class multiple instance Adaptive Neuro-Fuzzy Inference System

Hichem Frigui, Amine Ben Khalifa, 2016, 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Simultaneous clustering and attribute discrimination

Hichem Frigui, Olfa Nasraoui, O. Nasraoui, 2000, Ninth IEEE International Conference on Fuzzy Systems. FUZZ- IEEE 2000 (Cat. No.00CH37063).

Fuzzy clustering and subset feature weighting

Hichem Frigui, Salem Salem, H. Frigui, 2003, The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03..

A fast algorithm for discovering categories and attribute relevance in web data

Hichem Frigui, F. Nasraoui, H. Frigui, 2002, 2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622).

Context-dependent fusion for landmine detection with ground-penetrating radar

Paul D. Gader, Hichem Frigui, Lijun Zhang, 2007, SPIE Defense + Commercial Sensing.

The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1993, Pattern Recognit. Lett..

Transformation of Relational Features for Use with Conventional Classifiers

Hichem Frigui, Adel Said Elmaghraby, Dae-Jin Kim, 2007, 2007 IEEE International Fuzzy Systems Conference.

A generic approach to semantic video indexing using adaptive fusion of multimodal classifiers

Hichem Frigui, Dae-Jin Kim, Aleksey Fadeev, 2008, Int. J. Imaging Syst. Technol..

AN SVM classifier with HMM-based kernel for landmine detection using ground penetrating radar

Hichem Frigui, Anis Hamdi, Oualid Missaoui, 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

MembershipMap: A Data Transformation for Knowledge Discovery Based on Granulation and Fuzzy Membership Aggregation

Hichem Frigui, 2008, Computational Intelligence Paradigms.

Mixture analysis based on spectral summarization

Hichem Frigui, M. Maher Ben Ismail, Ouiem Bchir, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Piecewise Convex Multiple-Model Endmember Detection and Spectral Unmixing

Paul D. Gader, Hichem Frigui, Alina Zare, 2013, IEEE Transactions on Geoscience and Remote Sensing.

Real-Time Landmine Detection with Ground-Penetrating Radar Using Discriminative and Adaptive Hidden Markov Models

Paul D. Gader, K. C. Ho, Hichem Frigui, 2005, EURASIP J. Adv. Signal Process..

Clustering by competitive agglomeration

Hichem Frigui, Raghu Krishnapuram, H. Frigui, 1997, Pattern Recognit..

Combining feedback and image database categorization in CBIR

Hichem Frigui, Rami Mahdi, Jason Meredith, 2008, 2008 IEEE International Conference on Multimedia and Expo.

Semantic video indexing using context-dependent fusion

Hichem Frigui, Dae-Jin Kim, Aleksey Fadeev, 2008, Electronic Imaging.

Confidence level fusion of edge histogram descriptor, hidden Markov model, spectral correlation feature, and NUKEv6

Joseph N. Wilson, Paul D. Gader, K. C. Ho, 2007, SPIE Defense + Commercial Sensing.

Unsupervised learning of arbitrarily shaped clusters with application to image database categorization

Hichem Frigui, 2003, IS&T/SPIE Electronic Imaging.

Landmine detection using ensemble discrete hidden Markov models with context dependent training methods

Paul D. Gader, Hichem Frigui, Anis Hamdi, 2010, Defense + Commercial Sensing.

FUZZY PATTERN CLASSIFICATION OF STRONG GROUND MOTION RECORDS

Farzad Naeim, Hichem Frigui, Shahram Pezeshk, 2005 .

Text-independent Speaker Identification Using Soft Bag-of-Words Feature Representation

Hichem Frigui, Shuangshuang Jiang, Aaron W. Calhoun, 2014, Int. J. Fuzzy Log. Intell. Syst..

Landmine detection with ground penetrating radar using discrete hidden Markov models with symbol dependent features

Paul D. Gader, Hichem Frigui, Oualid Missaoui, 2008, SPIE Defense + Commercial Sensing.

Fuzzy clustering with Learnable Cluster dependent Kernels

Hichem Frigui, Ouiem Bchir, 2011, FUZZ-IEEE.

A noise robust variant of context extraction for local fusion

Paul D. Gader, Hichem Frigui, Gyeongyong Heo, 2010, International Conference on Fuzzy Systems.

Incorporating shape prior into active contours with a sparse linear combination of training shapes: Application to corpus callosum segmentation

Hichem Frigui, Amir A. Amini, Mohammad Mehdi Farhangi, 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Graph constrained multi-model unmixing using LIDAR information

Paul D. Gader, Hichem Frigui, Hamdi Jenzri, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

A robust clustering algorithm based on competitive agglomeration and soft rejection of outliers

Hichem Frigui, Raghu Krishnapuram, H. Frigui, 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Image database categorization using robust unsupervised learning of finite generalized dirichlet mixture models

Hichem Frigui, M. Maher Ben Ismail, H. Frigui, 2011, 2011 18th IEEE International Conference on Image Processing.

Semi-Supervised Fuzzy Clustering with Learnable Cluster dependent Kernels

Hichem Frigui, M. Maher Ben Ismail, Ouiem Bchir, 2013, Int. J. Artif. Intell. Tools.

2009 Special Issue: RKF-PCA: Robust kernel fuzzy PCA

Paul D. Gader, Hichem Frigui, Gyeongyong Heo, 2009 .

Landmine detection using mixture of discrete hidden Markov models

Paul D. Gader, Hichem Frigui, Anis Hamdi, 2009, Defense + Commercial Sensing.

A comparison of fuzzy shell-clustering methods for the detection of ellipses

Hichem Frigui, Raghu Krishnapuram, H. Frigui, 1996, IEEE Trans. Fuzzy Syst..

A comparison of deterministic and probabilistic approaches to endmember representation

Paul D. Gader, Hichem Frigui, Alina Zare, 2010, 2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Fuzzy clustering of multiple instance data

Hichem Frigui, Andrew Karem, 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

A fisher vector representation of GPR data for detecting buried objects

Hichem Frigui, Andrew Karem, Amine Ben Khalifa, 2016, SPIE Defense + Security.

Identification of cardio-pulmonary resuscitation (CPR) scenes in video simulating medical crises

Hichem Frigui, S. Rawungyot, A. Hamdi, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Random set framework for multiple instance learning

Paul D. Gader, Hichem Frigui, Jeremy Bolton, 2011, Inf. Sci..

Context-Dependent Multisensor Fusion and Its Application to Land Mine Detection

Paul D. Gader, Hichem Frigui, Lijun Zhang, 2010, IEEE Transactions on Geoscience and Remote Sensing.

MembershipMap: data transformation cased on membership aggregation

Hichem Frigui, 2004, ICPR 2004.

Multiple instance feature learning for landmine detection in ground-penetrating radar data

Paul D. Gader, Hichem Frigui, Jeremy Bolton, 2010, Defense + Commercial Sensing.

Landmine detection using discrete hidden Markov models with Gabor features

Paul D. Gader, Hichem Frigui, Oualid Missaoui, 2007, SPIE Defense + Commercial Sensing.

Context-Dependent Multi-Sensor Fusion for Landmine Detection

Paul D. Gader, Hichem Frigui, Lijun Zhang, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Effect of radar undesirable characteristics on the performance of spectral feature landmine detection technique

Joseph N. Wilson, Paul D. Gader, Hichem Frigui, 2010, Defense + Commercial Sensing.

Fusion of multiple landmine detection algorithms using an adaptive neuro fuzzy inference system

Hichem Frigui, Amine Ben Khalifa, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering

Anupam Joshi, Hichem Frigui, Olfa Nasraoui, 2000, Int. J. Artif. Intell. Tools.

Molecule specific normalization for protein and metabolite biomarker discovery

Hichem Frigui, Xiang Zhang, Xiaoli Wei, 2019, SAC.

Recurrent Attention Network for False Positive Reduction in the Detection of Pulmonary Nodules in Thoracic CT Scans.

Berkman Sahiner, Hichem Frigui, Nicholas Petrick, 2020, Medical physics.

Hyperspectral image analysis with piece-wise convex endmember estimation and spectral unmixing

Paul D. Gader, Hichem Frigui, Alina Zare, 2012, 2012 19th IEEE International Conference on Image Processing.

Evaluation of various feature extraction methods for landmine detection using hidden Markov models

Hichem Frigui, Anis Hamdi, H. Frigui, 2012, Other Conferences.

Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge

Hichem Frigui, Oualid Missaoui, Aleksey Fadeev, 2009, 2009 International Conference on Machine Learning and Applications.

Image database categorization under spatial constraints using adaptive constrained clustering

Hichem Frigui, Jason Meredith, 2008, 2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence).

Detection and Discrimination of Land Mines in Ground-Penetrating Radar Based on Edge Histogram Descriptors and a Possibilistic $K$-Nearest Neighbor Classifier

Paul D. Gader, Hichem Frigui, P. Gader, 2009, IEEE Transactions on Fuzzy Systems.

Comparison of several single and multiple instance learning methods for detecting buried explosive objects using GPR data

Mahdi Moalla, Hichem Frigui, Andrew Karem, 2018, Defense + Security.

A label propagation approach for detecting buried objects in handheld GPR data

Hichem Frigui, Graham Reid, 2016, SPIE Defense + Security.

A Large and Diverse Dataset for Improved Vehicle Make and Model Recognition

Hichem Frigui, Faezeh Tafazzoli, Keishin Nishiyama, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Fuzzy logic detection of landmines with ground penetrating radar

Paul D. Gader, James M. Keller, Bruce N. Nelson, 2000, Signal Process..

Fuzzy and Possibilistic Clustering for Multiple Instance Linear Regression

Hichem Frigui, Mohamed Trabelsi, 2018, 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Accelerating band gap prediction for solar materials using feature selection and regression techniques

Hichem Frigui, Mahendra K. Sunkara, Alejandro Martinez Garcia, 2018 .

Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1995, IEEE Trans. Fuzzy Syst..

Multiple Instance Learning for Malignant vs. Benign Classification of Lung Nodules in Thoracic Screening Ct Data

Hichem Frigui, Benjamin Veasey, Amir Amini, 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019).

Membershipmap: a data transformation approach for knowledge discovery in databases

Hichem Frigui, 2004, 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542).

An ensemble feature selection method for biomarker discovery

Hichem Frigui, Xiang Zhang, Xiaoli Wei, 2017, 2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

Simultaneous Clustering and Dynamic Keyword Weighting for Text Documents

Hichem Frigui, Olfa Nasraoui, O. Nasraoui, 2004 .

Incremental fuzzy clustering with multiple kernels

Hichem Frigui, Naouel Baili, 2014, 2014 1st International Conference on Advanced Technologies for Signal and Image Processing (ATSIP).

Interactive image retrieval using fuzzy sets

Hichem Frigui, H. Frigui, 2001, Pattern Recognit. Lett..

Fuzzy clustering with multiple kernels in feature space

Hichem Frigui, Naouel Baili, 2012, 2012 IEEE International Conference on Fuzzy Systems.

Clustering and aggregation of relational data with applications to image database categorization

Hichem Frigui, Frank Chung-Hoon Rhee, Cheul Hwang, 2007, Pattern Recognit..

Vehicle make and model recognition using local features and logo detection

Hichem Frigui, Faezeh Tafazzoli, H. Frigui, 2016, 2016 International Symposium on Signal, Image, Video and Communications (ISIVC).

Adaptive Local Fusion With Fuzzy Integrals

Paul D. Gader, Hichem Frigui, Ahmed Chamseddine Ben Abdallah, 2012, IEEE Transactions on Fuzzy Systems.

Image annotation based on constrained clustering and semi-naive bayesian model

Hichem Frigui, M. Maher Ben Ismail, H. Frigui, 2009, 2009 IEEE Symposium on Computers and Communications.

New fuzzy shell clustering algorithms for boundary detection and pattern recognition

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1992, Other Conferences.

Image database categorization using robust modeling of finite Generalized Dirichlet mixture

Hichem Frigui, M. Maher Ben Ismail, 2010, 2010 2nd International Conference on Image Processing Theory, Tools and Applications.

Unsupervised learning of prototypes and attribute weights

Hichem Frigui, Olfa Nasraoui, O. Nasraoui, 2004, Pattern Recognit..

MembershipMap: Data Transformation Based on Granulation and Fuzzy Membership Aggregation

Hichem Frigui, 2006, IEEE Transactions on Fuzzy Systems.

A synchronization based algorithm for discovering ellipsoidal clusters in large datasets

Hichem Frigui, Mohamed Ben Hadj Rhouma, 2001, Proceedings 2001 IEEE International Conference on Data Mining.

A comparative analysis of the SVM and K-NN to detect buried explosive objects using edge histogram features from GPR data

Hichem Frigui, Andrew Karem, 2019, Defense + Commercial Sensing.

MembershipMap: data transformation cased on membership aggregation

Hichem Frigui, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Fuzzy clustering for land mine detection

Paul D. Gader, James M. Keller, Hichem Frigui, 1998, 1998 Conference of the North American Fuzzy Information Processing Society - NAFIPS (Cat. No.98TH8353).

Semi-Supervised Clustering and Feature Discrimination with Instance-Level Constraints

Hichem Frigui, Rami Mahdi, 2007, 2007 IEEE International Fuzzy Systems Conference.

A BIOLOGICAL APPROACH TO CLUSTERING DATA SETS

Hichem Frigui, Rhouma Mohamed Den Hadj, H. Frigui, 2003 .

Ensemble hidden Markov models with application to landmine detection

Hichem Frigui, Anis Hamdi, 2015, EURASIP J. Adv. Signal Process..

Semi-supervised Clustering and Aggregation of Relational Data

Hichem Frigui, Cheul Hwang, 2008, 2008 IEEE Symposium on Computers and Communications.

Adaptive Local Fusion with Neural Networks

Paul D. Gader, Hichem Frigui, Ahmed Chamseddine Ben Abdallah, 2010, ICANN.

Dominant Texture Descriptors for image classification and retrieval

Hichem Frigui, Aleksey Fadeev, 2008, 2008 15th IEEE International Conference on Image Processing.

Optimal feature weighting for the discrete HMM

Hichem Frigui, Oualid Missaoui, 2008, 2008 19th International Conference on Pattern Recognition.

SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets

Hichem Frigui, 2002, KDD.

Multiple Instance Learning for Benign vs. Malignant Classification of Lung Nodules in CT Scans

Hichem Frigui, Wiem Safta, H. Frigui, 2018, 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).

Robust Context Dependent Spectral Unmixing

Hichem Frigui, Hamdi Jenzri, Paul Gader, 2014, 2014 22nd International Conference on Pattern Recognition.

Dominant Audio Descriptors for Audio Classification and Retrieval

Hichem Frigui, Oualid Missaoui, Aleksey Fadeev, 2009, 2009 International Conference on Machine Learning and Applications.

On improving subspace spectral feature technique for the detection of weak scattering plastic antitank landmines

Joseph N. Wilson, Paul D. Gader, Hichem Frigui, 2009, Defense + Commercial Sensing.

Discriminative Multi-stream Discrete Hidden Markov Models

Paul D. Gader, Hichem Frigui, Oualid Missaoui, 2009, 2009 International Conference on Machine Learning and Applications.

3-D Active Contour Segmentation Based on Sparse Linear Combination of Training Shapes (SCoTS)

Hichem Frigui, Amir A. Amini, Albert Seow, 2017, IEEE Transactions on Medical Imaging.

A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar

Jordan M. Malof, Leslie M. Collins, Joseph N. Wilson, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Subspace processing of GPR signals for vehicle-mounted landmine detection system

Joseph N. Wilson, Paul D. Gader, K. C. Ho, 2008, SPIE Defense + Commercial Sensing.

Multiple model endmember detection based on spectral and spatial information

Paul D. Gader, Hichem Frigui, Alina Zare, 2010, WHISPERS.

Unsupervised Identification of Points of Interest for Semi-Supervised Learning

Hichem Frigui, 2005, The 14th IEEE International Conference on Fuzzy Systems, 2005. FUZZ '05..

Fusion of multiple algorithms for detecting buried objects using fuzzy inference

Hichem Frigui, Amine Ben Khalifa, H. Frigui, 2014, Defense + Security Symposium.

Ensemble feature selection for biomarker discovery in mass spectrometry-based metabolomics

Hichem Frigui, Xiang Zhang, Xiaoli Wei, 2019, SAC.

Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus

Hichem Frigui, Joshua Caudill, 2007, SDM.

Multiple Instance Fuzzy Inference Neural Networks pdf

Hichem Frigui, Amine Ben Khalifa, 2016, ArXiv.

An Overview of Unsupervised and Semi-Supervised Fuzzy Kernel Clustering

Hichem Frigui, Naouel Baili, Ouiem Bchir, 2013, Int. J. Fuzzy Log. Intell. Syst..

Landmine detection with ground penetrating radar using fuzzy k-nearest neighbors

Paul D. Gader, Hichem Frigui, Kotturu Satyanarayana, 2004, 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542).

Context-Dependent Fusion for mine detection using Airborne Hyperspectral Imagery

Paul D. Gader, Hichem Frigui, Jeremy Bolton, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Building a Multi-Modal Thesaurus from Annotated Images

Hichem Frigui, Joshua Caudill, H. Frigui, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Region Based Image Annotation

Hichem Frigui, Joshua Caudill, 2006, 2006 International Conference on Image Processing.

Unsupervised learning of arbitrarily shaped clusters using ensembles of Gaussian models

Hichem Frigui, H. Frigui, 2005, Pattern Analysis and Applications.

A Robust Competitive Clustering Algorithm With Applications in Computer Vision

Hichem Frigui, Raghu Krishnapuram, H. Frigui, 1999, IEEE Trans. Pattern Anal. Mach. Intell..

Multi-stream continuous hidden Markov models with application to landmine detection

Paul D. Gader, Hichem Frigui, Oualid Missaoui, 2013, EURASIP J. Adv. Signal Process..

Semantic Indexing of Video Simulations for Enhancing Medical Care During Crises

Hichem Frigui, Shuangshuang Jiang, Aaron W. Calhoun, 2012, 2012 11th International Conference on Machine Learning and Applications.

Detection and discrimination of landmines in ground-penetrating radar using an EigenMine and fuzzy-membership-function approach

Paul D. Gader, Hichem Frigui, Kotturu Satyanarayana, 2004, SPIE Defense + Commercial Sensing.

Fusion of multi-modal features for efficient content-based image retrieval

Hichem Frigui, Joshua Caudill, Ahmed Chamseddine Ben Abdallah, 2008, 2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence).

Adaptive Visual Regions Categorization with Sets of Points of Interest

Hichem Frigui, Nozha Boujemaa, Hichem Houissa, 2006, PCM.

Detection and Discrimination of Land Mines based on Edge Histogram Descriptors and Fuzzy K-Nearest Neighbors

Paul D. Gader, Hichem Frigui, P. Gader, 2006, 2006 IEEE International Conference on Fuzzy Systems.

A multiple instance neuro-fuzzy inference system for fusion of multiple landmine detection algorithms

Hichem Frigui, Amine Ben Khalifa, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Feature Mapping and Fusion for Music Genre Classification

Hichem Frigui, Haythem Balti, H. Frigui, 2012, 2012 11th International Conference on Machine Learning and Applications.

An evaluation of several fusion algorithms for anti-tank landmine detection and discrimination

Joseph N. Wilson, Paul D. Gader, Andres Mendez-Vazquez, 2012, Inf. Fusion.

Identification of cardio-pulmonary resuscitation (CPR) scenes in medical simulation videos using spatio-temporal gradient orientations

Hichem Frigui, Aaron W. Calhoun, M. S. Anju Panicker, 2015, 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA).

Multiple Instance Mamdani Fuzzy Inference

Hichem Frigui, Amine Ben Khalifa, H. Frigui, 2015, Int. J. Fuzzy Log. Intell. Syst..

Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1995, IEEE Trans. Fuzzy Syst..

Fuzzy clustering with Multiple Kernels

Hichem Frigui, Naouel Baili, 2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011).

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge

Lubomir M. Hadjiiski, Gabriel Bernardino, Hichem Frigui, 2021, IEEE Transactions on Medical Imaging.

A fuzzy clustering algorithm to detect planar and quadric shapes

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1992 .

Detection and Discrimination of Land Mines in Ground-Penetrating Radar Based on Edge Histogram Descriptors and a Possibilistic K-Nearest

Paul D. Gader, Hichem Frigui, 2009 .

Robust and fuzzy preprocessing algorithms for target detection in ladar range images

Paul D. Gader, James M. Keller, Hichem Frigui, 1998, 1998 IEEE International Conference on Fuzzy Systems Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36228).

SHOW AND TELL : A Seamlessly Integrated Tool For Searching with Image Content And Text

Hichem Frigui, Olfa Nasraoui, Carlos Rojas, 2006 .

Quadratic shell clustering algorithms and the detection of second-degree curves

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1993 .

The surface density criterion and its application to linear/circular boundary detection and planar/spherical surface approximation

Hichem Frigui, Olfa Nasraoui, Raghu Krishnapuram, 1993, [Proceedings 1993] Second IEEE International Conference on Fuzzy Systems.

Unsupervised Learning of Prototypes and Attribute Weights Summary

Hichem Frigui, H. Frigui, 2003 .

Surface approximation and range image segmentation through robust competitive clustering

Hichem Frigui, Raghu Krishnapuram, 1996, Proceedings of IEEE 5th International Fuzzy Systems.