Hichem Frigui

	2012
65		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)
	2011
64		Ouiem Bchir, Hichem Frigui: Fuzzy clustering with Learnable Cluster dependent Kernels. FUZZ-IEEE 2011: 2521-2527
63		Naouel Baili, Hichem Frigui: Fuzzy clustering with Multiple Kernels. FUZZ-IEEE 2011: 490-496
62		Naouel Baili, Hichem Frigui: Relational Fuzzy Clustering with Multiple Kernels. ICDM Workshops 2011: 488-495
61		M. Maher Ben Ismail, Hichem Frigui: Image database categorization using robust unsupervised learning of finite generalized dirichlet mixture models. ICIP 2011: 2457-2460
60		Anis Hamdi, Hichem Frigui: Landmine detection using an ensemble of continuous HMMs with multiple features. IGARSS 2011: 63-66
59		Andrew Karem, Hichem Frigui: A multiple instance learning approach for landmine detection using Ground Penetrating Radar. IGARSS 2011: 878-881
58		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)
57		Jeremy Bolton, Paul D. Gader, Hichem Frigui, Peter Torrione: Random set framework for multiple instance learning. Inf. Sci. 181(11): 2061-2070 (2011)
	2010
56		Gyeongyong Heo, Paul D. Gader, Hichem Frigui: A noise robust variant of context extraction for local fusion. FUZZ-IEEE 2010: 1-6
55		Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader: Local Fusion with Fuzzy Integrals. FUZZ-IEEE 2010: 1-7
54		Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader: Adaptive Local Fusion with Neural Networks. ICANN (2) 2010: 486-491
53		M. Maher Ben Ismail, Hichem Frigui: Possibilistic Clustering Based on Robust Modeling of Finite Generalized Dirichlet Mixture. ICPR 2010: 573-576
52		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
51		Anis Hamdi, Oualid Missaoui, Hichem Frigui: AN SVM classifier with HMM-based kernel for landmine detection using ground penetrating radar. IGARSS 2010: 4196-4199
50		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)
	2009
49		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
48		Oualid Missaoui, Hichem Frigui, Paul D. Gader: Discriminative Multi-stream Discrete Hidden Markov Models. ICMLA 2009: 178-183
47		Lijun Zhang, Hichem Frigui, Paul D. Gader: Context-Dependent Fusion of Multiple Algorithms with Minimum Classification Error Learning. ICMLA 2009: 190-195
46		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
45		Aleksey Fadeev, Oualid Missaoui, Hichem Frigui: Dominant Audio Descriptors for Audio Classification and Retrieval. ICMLA 2009: 75-78
44		Gyeongyong Heo, Paul D. Gader, Hichem Frigui: Robust kernel PCA using fuzzy membership. IJCNN 2009: 1213-1220
43		M. Maher Ben Ismail, Hichem Frigui: Image annotation based on constrained clustering and semi-naive bayesian model. ISCC 2009: 431-436
42		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)
41		Gyeongyong Heo, Paul D. Gader, Hichem Frigui: RKF-PCA: Robust kernel fuzzy PCA. Neural Networks 22(5-6): 642-650 (2009)
	2008
40		Hichem Frigui, Joshua Caudill, A. C. Ben Abdallah: Fusion of multi-modal features for efficient content-based image retrieval. FUZZ-IEEE 2008: 1992-1998
39		Hichem Frigui, Jason Meredith: Image database categorization under spatial constraints using adaptive constrained clustering. FUZZ-IEEE 2008: 2268-2276
38		Aleksey Fadeev, Hichem Frigui: Dominant Texture Descriptors for image classification and retrieval. ICIP 2008: 989-992
37		Hichem Frigui, Rami Mahdi, Jason Meredith: Combining feedbackand image database categorization in CBIR. ICME 2008: 1277-1280
36		Oualid Missaoui, Hichem Frigui: Optimal feature weighting for the continuous HMM. ICPR 2008: 1-4
35		Oualid Missaoui, Hichem Frigui: Optimal feature weighting for the discrete HMM. ICPR 2008: 1-4
34		Hichem Frigui, Lijun Zhang, Paul D. Gader: Context-Dependent Multi-Sensor Fusion for Landmine Detection. IGARSS (2) 2008: 371-374
33		Hichem Frigui, Cheul Hwang: Semi-supervised Clustering and Aggregation of Relational Data. ISCC 2008: 590-595
32		Hichem Frigui: MembershipMap: A Data Transformation for Knowledge Discovery Based on Granulation and Fuzzy Membership Aggregation. Computational Intelligence Paradigms 2008: 51-76
31		Hichem Frigui, Cheul Hwang: Fuzzy Clustering and Aggregation of Relational Data With Instance-Level Constraints. IEEE T. Fuzzy Systems 16(6): 1565-1581 (2008)
	2007
30		Hichem Frigui, Rami Mahdi: Semi-Supervised Clustering and Feature Discrimination with Instance-Level Constraints. FUZZ-IEEE 2007: 1-6
29		Aleksey Fadeev, Hichem Frigui, Dae-Jin Kim, Adel Elmaghraby: Transformation of Relational Features for Use with Conventional Classifiers. FUZZ-IEEE 2007: 1-6
28		Hichem Frigui, Cheul Hwang: Adaptive Concept Learning through Clustering and Aggregation of Relational Data. SDM 2007
27		Hichem Frigui, Joshua Caudill: Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus. SDM 2007
26		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)
25		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)
	2006
24		Hichem Frigui, Joshua Caudill: Region Based Image Annotation. ICIP 2006: 953-956
23		Hichem Frigui, Joshua Caudill: Building a Multi-Modal Thesaurus from Annotated Images. ICPR (4) 2006: 198-201
22		Hichem Frigui, Cheul Hwang: Clustering and aggregation of relational data with applications to image database categorization. IMSA 2006: 199-204
21		Hichem Houissa, Nozha Boujemaa, Hichem Frigui: Adaptive Visual Regions Categorization with Sets of Points of Interest. PCM 2006: 485-493
20		Hichem Frigui: MembershipMap: Data Transformation Based on Granulation and Fuzzy Membership Aggregation. IEEE T. Fuzzy Systems 14(6): 885-896 (2006)
	2005
19		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)
18		Hichem Frigui: Unsupervised learning of arbitrarily shaped clusters using ensembles of Gaussian models. Pattern Anal. Appl. 8(1-2): 32-49 (2005)
	2004
17		Hichem Frigui: MembershipMap: Data Transformation Based on Membership Aggregation. ICPR (2) 2004: 463-466
16		Hichem Frigui: Projection and Visualization based on Synchronization of Coupled Oscillators. ICPR (4) 2004: 561-564
15		Hichem Frigui: Visualizing and Browsing Large Image Databases. IKE 2004: 68-74
14		Hichem Frigui, Olfa Nasraoui: Unsupervised learning of prototypes and attribute weights. Pattern Recognition 37(3): 567-581 (2004)
	2003
13		Hichem Frigui: Unsupervised learning of arbitrarily shaped clusters with application to image database categorization. Storage and Retrieval for Media Databases 2003: 462-473
	2002
12		Hichem Frigui: SyMP: an efficient clustering approach to identify clusters of arbitrary shapes in large data sets. KDD 2002: 507-512
	2001
11		Hichem Frigui, Paul D. Gader, Raghu Krishnapuram: Handwritten Character Membership Function Estimation for Word Recognition. FUZZ-IEEE 2001: 928-931
10		Hichem Frigui, Mohamed Ben Hadj Rhouma: A Synchronization Based Algorithm for Discovering Ellipsoidal Clusters in Large Datasets. ICDM 2001: 139-146
9		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)
8		Hichem Frigui: Interactive image retrieval using fuzzy sets. Pattern Recognition Letters 22(9): 1021-1031 (2001)
	2000
7		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)
6		Paul D. Gader, B. N. Nelson, Hichem Frigui, G. Vaillette, James M. Keller: Fuzzy logic detection of landmines with ground penetrating radar. Signal Processing 80(6): 1069-1084 (2000)
	1999
5		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
4		Hichem Frigui, Raghu Krishnapuram: Clustering by competitive agglomeration. Pattern Recognition 30(7): 1109-1119 (1997)
	1996
3		Hichem Frigui, Raghu Krishnapuram: A Robust Clustering Algorithm Based on Competitive Agglomeration and Soft Rejection of Outliers. CVPR 1996: 550-555
2		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)
	1993
1		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

1	A. C. Ben Abdallah	[40]
2	Ahmed Chamseddine Ben Abdallah	[49] [54] [55]
3	Naouel Baili	[62] [63]
4	Ouiem Bchir	[64]
5	Jeremy Bolton	[57]
6	Nozha Boujemaa	[21]
7	Joshua Caudill	[23] [24] [27] [40]
8	Adel Said Elmaghraby (Adel Elmaghraby)	[29]
9	Aleksey Fadeev	[29] [38] [45] [46]
10	Paul D. Gader	[6] [11] [19] [26] [34] [41] [42] [44] [47] [48] [49] [50] [52] [54] [55] [56] [57] [58] [65]
11	Anis Hamdi	[51] [60]
12	Gyeongyong Heo	[41] [44] [56]
13	K. C. Ho (Dominic K. C. Ho)	[19] [26] [65]
14	Hichem Houissa	[21]
15	Cheul Hwang	[22] [25] [28] [31] [33]
16	M. Maher Ben Ismail	[43] [53] [61]
17	Anupam Joshi	[7]
18	Andrew Karem	[59]
19	James M. Keller	[6]
20	Dae-Jin Kim	[29]
21	Raghu Krishnapuram (Raghuram Krishnapuram)	[1] [2] [3] [4] [5] [7] [11]
22	Wen-Hsiung Lee	[26]
23	Rami Mahdi	[30] [37]
24	Andres Mendez-Vazquez	[65]
25	Jason Meredith	[37] [39]
26	Oualid Missaoui	[35] [36] [45] [46] [48] [51] [52] [58]
27	Olfa Nasraoui	[1] [7] [14]
28	B. N. Nelson	[6]
29	Frank Chung-Hoon Rhee	[25]
30	Mohamed Ben Hadj Rhouma	[9] [10]
31	Peter Torrione	[57]
32	G. Vaillette	[6]
33	Joseph N. Wilson	[26] [65]
34	Lijun Zhang	[34] [47] [50] [65]

Colors in the list of coauthors

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