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Hichem Frigui
2010 – today
- 2013
[j28]Oualid Missaoui, Hichem Frigui, Paul D. Gader: Multi-stream continuous hidden Markov models with application to landmine detection. EURASIP J. Adv. Sig. Proc. 2013: 40 (2013)- [j27]Alina Zare, Paul D. Gader, Ouiem Bchir, Hichem Frigui: Piecewise Convex Multiple-Model Endmember Detection and Spectral Unmixing. IEEE T. Geoscience and Remote Sensing 51(5-1): 2853-2862 (2013)
- 2012
- [j26]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. Information Fusion 13(2): 161-174 (2012)
- [j25]Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader: Adaptive Local Fusion With Fuzzy Integrals. IEEE T. Fuzzy Systems 20(5): 849-864 (2012)
- [c47]Naouel Baili, Hichem Frigui: Fuzzy clustering with multiple kernels in feature space. FUZZ-IEEE 2012: 1-8
- [c46]Alina Zare, Ouiem Bchir, Hichem Frigui, Paul D. Gader: Hyperspectral image analysis with piece-wise convex endmember estimation and spectral unmixing. ICIP 2012: 2681-2684
- [c45]Haythem Balti, Hichem Frigui: Feature Mapping and Fusion for Music Genre Classification. ICMLA (1) 2012: 306-310
- [c44]Shuangshuang Jiang, Hichem Frigui, Aaron W. Calhoun: Semantic Indexing of Video Simulations for Enhancing Medical Care During Crises. ICMLA (1) 2012: 520-525
- 2011
- [j24]Jeremy Bolton, Paul D. Gader, Hichem Frigui, Peter Torrione: Random set framework for multiple instance learning. Inf. Sci. 181(11): 2061-2070 (2011)
- [j23]Oualid Missaoui, Hichem Frigui, Paul D. Gader: Land-Mine Detection With Ground-Penetrating Radar Using Multistream Discrete Hidden Markov Models. IEEE T. Geoscience and Remote Sensing 49(6-1): 2080-2099 (2011)
- [c43]
- [c42]Ouiem Bchir, Hichem Frigui: Fuzzy clustering with Learnable Cluster dependent Kernels. FUZZ-IEEE 2011: 2521-2527
- [c41]Naouel Baili, Hichem Frigui: Relational Fuzzy Clustering with Multiple Kernels. ICDM Workshops 2011: 488-495
- [c40]M. Maher Ben Ismail, Hichem Frigui: Image database categorization using robust unsupervised learning of finite generalized dirichlet mixture models. ICIP 2011: 2457-2460
- [c39]Anis Hamdi, Hichem Frigui: Landmine detection using an ensemble of continuous HMMs with multiple features. IGARSS 2011: 63-66
- [c38]Andrew Karem, Hichem Frigui: A multiple instance learning approach for landmine detection using Ground Penetrating Radar. IGARSS 2011: 878-881
- 2010
- [j22]Hichem Frigui, Lijun Zhang, Paul D. Gader: Context-Dependent Multisensor Fusion and Its Application to Land Mine Detection. IEEE T. Geoscience and Remote Sensing 48(6): 2528-2543 (2010)
- [c37]Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader: Local Fusion with Fuzzy Integrals. FUZZ-IEEE 2010: 1-7
- [c36]Gyeongyong Heo, Paul D. Gader, Hichem Frigui: A noise robust variant of context extraction for local fusion. FUZZ-IEEE 2010: 1-6
- [c35]Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader: Adaptive Local Fusion with Neural Networks. ICANN (2) 2010: 486-491
- [c34]M. Maher Ben Ismail, Hichem Frigui: Possibilistic Clustering Based on Robust Modeling of Finite Generalized Dirichlet Mixture. ICPR 2010: 573-576
- [c33]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: 3378-3381
- [c32]Anis Hamdi, Oualid Missaoui, Hichem Frigui: AN SVM classifier with HMM-based kernel for landmine detection using ground penetrating radar. IGARSS 2010: 4196-4199
2000 – 2009
- 2009
- [j21]Gyeongyong Heo, Paul D. Gader, Hichem Frigui: RKF-PCA: Robust kernel fuzzy PCA. Neural Networks 22(5-6): 642-650 (2009)
- [j20]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 T. Fuzzy Systems 17(1): 185-199 (2009)
- [c31]Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader: Context extraction for local fusion using fuzzy clustering and feature discrimination. FUZZ-IEEE 2009: 490-495
- [c30]Aleksey Fadeev, Oualid Missaoui, Hichem Frigui: Dominant Audio Descriptors for Audio Classification and Retrieval. ICMLA 2009: 75-78
- [c29]Oualid Missaoui, Hichem Frigui, Paul D. Gader: Discriminative Multi-stream Discrete Hidden Markov Models. ICMLA 2009: 178-183
- [c28]Lijun Zhang, Hichem Frigui, Paul D. Gader: Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning. ICMLA 2009: 190-195
- [c27]Aleksey Fadeev, Oualid Missaoui, Hichem Frigui: Ensemble Possibilistic K-NN for Functional Clustering of Gene Expression Profiles in Human Cancers Challenge. ICMLA 2009: 439-442
- [c26]Gyeongyong Heo, Paul D. Gader, Hichem Frigui: Robust kernel PCA using fuzzy membership. IJCNN 2009: 1213-1220
- [c25]M. Maher Ben Ismail, Hichem Frigui: Image annotation based on constrained clustering and semi-naive bayesian model. ISCC 2009: 431-436
- 2008
- [j19]Dae-Jin Kim, Hichem Frigui, Aleksey Fadeev: A generic approach to semantic video indexing using adaptive fusion of multimodal classifiers. Int. J. Imaging Systems and Technology 18(2-3): 124-136 (2008)
- [j18]Hichem Frigui, Cheul Hwang: Fuzzy Clustering and Aggregation of Relational Data With Instance-Level Constraints. IEEE T. Fuzzy Systems 16(6): 1565-1581 (2008)
- [c24]Hichem Frigui, Joshua Caudill, A. C. Ben Abdallah: Fusion of multi-modal features for efficient content-based image retrieval. FUZZ-IEEE 2008: 1992-1998
- [c23]Hichem Frigui, Jason Meredith: Image database categorization under spatial constraints using adaptive constrained clustering. FUZZ-IEEE 2008: 2268-2276
- [c22]Aleksey Fadeev, Hichem Frigui: Dominant Texture Descriptors for image classification and retrieval. ICIP 2008: 989-992
- [c21]Hichem Frigui, Rami Mahdi, Jason Meredith: Combining feedbackand image database categorization in CBIR. ICME 2008: 1277-1280
- [c20]
- [c19]
- [c18]Hichem Frigui, Lijun Zhang, Paul D. Gader: Context-Dependent Multi-Sensor Fusion for Landmine Detection. IGARSS (2) 2008: 371-374
- [c17]Hichem Frigui, Cheul Hwang: Semi-supervised Clustering and Aggregation of Relational Data. ISCC 2008: 590-595
- [p1]Hichem Frigui: MembershipMap: A Data Transformation for Knowledge Discovery Based on Granulation and Fuzzy Membership Aggregation. Computational Intelligence Paradigms 2008: 51-76
- 2007
- [j17]Hichem Frigui, Cheul Hwang, Frank Chung-Hoon Rhee: Clustering and aggregation of relational data with applications to image database categorization. Pattern Recognition 40(11): 3053-3068 (2007)
- [j16]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 T. Geoscience and Remote Sensing 45(8): 2560-2572 (2007)
- [c16]Aleksey Fadeev, Hichem Frigui, Dae-Jin Kim, Adel Elmaghraby: Transformation of Relational Features for Use with Conventional Classifiers. FUZZ-IEEE 2007: 1-6
- [c15]Hichem Frigui, Rami Mahdi: Semi-Supervised Clustering and Feature Discrimination with Instance-Level Constraints. FUZZ-IEEE 2007: 1-6
- [c14]Hichem Frigui, Joshua Caudill: Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus. SDM 2007
- [c13]Hichem Frigui, Cheul Hwang: Adaptive Concept Learning through Clustering and Aggregation of Relational Data. SDM 2007
- 2006
- [j15]Hichem Frigui: MembershipMap: Data Transformation Based on Granulation and Fuzzy Membership Aggregation. IEEE T. Fuzzy Systems 14(6): 885-896 (2006)
- [c12]
- [c11]Hichem Frigui, Joshua Caudill: Building a Multi-Modal Thesaurus from Annotated Images. ICPR (4) 2006: 198-201
- [c10]Hichem Frigui, Cheul Hwang: Clustering and aggregation of relational data with applications to image database categorization. IMSA 2006: 199-204
- [c9]Hichem Houissa, Nozha Boujemaa, Hichem Frigui: Adaptive Visual Regions Categorization with Sets of Points of Interest. PCM 2006: 485-493
- 2005
- [j14]Hichem Frigui, K. C. Ho, Paul D. Gader: Real-Time Landmine Detection with Ground-Penetrating Radar Using Discriminative and Adaptive Hidden Markov Models. EURASIP J. Adv. Sig. Proc. 2005(12): 1867-1885 (2005)
- [j13]Hichem Frigui: Unsupervised learning of arbitrarily shaped clusters using ensembles of Gaussian models. Pattern Anal. Appl. 8(1-2): 32-49 (2005)
- 2004
- [j12]Hichem Frigui, Olfa Nasraoui: Unsupervised learning of prototypes and attribute weights. Pattern Recognition 37(3): 567-581 (2004)
- [c8]Hichem Frigui: MembershipMap: Data Transformation Based on Membership Aggregation. ICPR (2) 2004: 463-466
- [c7]Hichem Frigui: Projection and Visualization based on Synchronization of Coupled Oscillators. ICPR (4) 2004: 561-564
- [c6]
- 2003
- [c5]Hichem Frigui: Unsupervised learning of arbitrarily shaped clusters with application to image database categorization. Storage and Retrieval for Media Databases 2003: 462-473
- 2002
- [c4]Hichem Frigui: SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets. KDD 2002: 507-512
- 2001
- [j11]Mohamed Ben Hadj Rhouma, Hichem Frigui: Self-Organization of Pulse-Coupled Oscillators with Application to Clustering. IEEE Trans. Pattern Anal. Mach. Intell. 23(2): 180-195 (2001)
- [j10]Hichem Frigui: Interactive image retrieval using fuzzy sets. Pattern Recognition Letters 22(9): 1021-1031 (2001)
- [c3]Hichem Frigui, Paul D. Gader, Raghu Krishnapuram: Handwritten Character Membership Function Estimation for Word Recognition. FUZZ-IEEE 2001: 928-931
- [c2]Hichem Frigui, Mohamed Ben Hadj Rhouma: A Synchronization Based Algorithm for Discovering Ellipsoidal Clusters in Large Datasets. ICDM 2001: 139-146
- 2000
- [j9]Olfa Nasraoui, Hichem Frigui, Raghu Krishnapuram, Anupam Joshi: Extracting Web User Profiles Using Relational Competitive Fuzzy Clustering. International Journal on Artificial Intelligence Tools 9(4): 509-526 (2000)
- [j8]Paul D. Gader, Bruce N. Nelson, Hichem Frigui, Gary Vaillette, James M. Keller: Fuzzy logic detection of landmines with ground penetrating radar. Signal Processing 80(6): 1069-1084 (2000)
1990 – 1999
- 1999
- [j7]Hichem Frigui, Raghu Krishnapuram: A Robust Competitive Clustering Algorithm With Applications in Computer Vision. IEEE Trans. Pattern Anal. Mach. Intell. 21(5): 450-465 (1999)
- 1997
- [j6]Hichem Frigui, Raghu Krishnapuram: Clustering by competitive agglomeration. Pattern Recognition 30(7): 1109-1119 (1997)
- 1996
- [j5]Hichem Frigui, Raghu Krishnapuram: A robust algorithm for automatic extraction of an unknown number of clusters from noisy data. Pattern Recognition Letters 17(12): 1223-1232 (1996)
- [j4]Hichem Frigui, Raghuram Krishnapuram: A comparison of fuzzy shell-clustering methods for the detection of ellipses. IEEE T. Fuzzy Systems 4(2): 193-199 (1996)
- [c1]Hichem Frigui, Raghu Krishnapuram: A Robust Clustering Algorithm Based on Competitive Agglomeration and Soft Rejection of Outliers. CVPR 1996: 550-555
- 1995
- [j3]Raghuram Krishnapuram, Hichem Frigui, Olfa Nasraoui: Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. I. IEEE T. Fuzzy Systems 3(1): 29-43 (1995)
- [j2]Raghuram Krishnapuram, Hichem Frigui, Olfa Nasraoui: Fuzzy and possibilistic shell clustering algorithms and their application to boundary detection and surface approximation. II. IEEE T. Fuzzy Systems 3(1): 44-60 (1995)
- 1993
- [j1]Raghu Krishnapuram, Hichem Frigui, Olfa Nasraoui: The Fuzzy C Quadric Shell clustering algorithm and the detection of second-degree curves. Pattern Recognition Letters 14(7): 545-552 (1993)
Coauthor Index
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last updated on 2013-05-23 22:13 CEST by the dblp team