Hichem Frigui

	2009
37		M. Maher Ben Ismail, Hichem Frigui: Image annotation based on constrained clustering and semi-naive bayesian model. ISCC 2009: 431-436
36		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)
35		Gyeongyong Heo, Paul D. Gader, Hichem Frigui: RKF-PCA: Robust kernel fuzzy PCA. Neural Networks 22(5-6): 642-650 (2009)
	2008
34		Aleksey Fadeev, Hichem Frigui: Dominant Texture Descriptors for image classification and retrieval. ICIP 2008: 989-992
33		Hichem Frigui, Rami Mahdi, Jason Meredith: Combining feedbackand image database categorization in CBIR. ICME 2008: 1277-1280
32		Oualid Missaoui, Hichem Frigui: Optimal feature weighting for the continuous HMM. ICPR 2008: 1-4
31		Oualid Missaoui, Hichem Frigui: Optimal feature weighting for the discrete HMM. ICPR 2008: 1-4
30		Hichem Frigui, Cheul Hwang: Semi-supervised Clustering and Aggregation of Relational Data. ISCC 2008: 590-595
29		Hichem Frigui: MembershipMap: A Data Transformation for Knowledge Discovery Based on Granulation and Fuzzy Membership Aggregation. Computational Intelligence Paradigms 2008: 51-76
28		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
27		Hichem Frigui, Rami Mahdi: Semi-Supervised Clustering and Feature Discrimination with Instance-Level Constraints. FUZZ-IEEE 2007: 1-6
26		Aleksey Fadeev, Hichem Frigui, Dae-Jin Kim, Adel Elmaghraby: Transformation of Relational Features for Use with Conventional Classifiers. FUZZ-IEEE 2007: 1-6
25		Hichem Frigui, Cheul Hwang: Adaptive Concept Learning through Clustering and Aggregation of Relational Data. SDM 2007
24		Hichem Frigui, Joshua Caudill: Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus. SDM 2007
23		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
22		Hichem Frigui, Joshua Caudill: Region Based Image Annotation. ICIP 2006: 953-956
21		Hichem Frigui, Joshua Caudill: Building a Multi-Modal Thesaurus from Annotated Images. ICPR (4) 2006: 198-201
20		Hichem Frigui, Cheul Hwang: Clustering and aggregation of relational data with applications to image database categorization. IMSA 2006: 199-204
19		Hichem Houissa, Nozha Boujemaa, Hichem Frigui: Adaptive Visual Regions Categorization with Sets of Points of Interest. PCM 2006: 485-493
18		Hichem Frigui: MembershipMap: Data Transformation Based on Granulation and Fuzzy Membership Aggregation. IEEE T. Fuzzy Systems 14(6): 885-896 (2006)
	2005
17		Hichem Frigui: Unsupervised learning of arbitrarily shaped clusters using ensembles of Gaussian models. Pattern Anal. Appl. 8(1-2): 32-49 (2005)
	2004
16		Hichem Frigui: MembershipMap: Data Transformation Based on Membership Aggregation. ICPR (2) 2004: 463-466
15		Hichem Frigui: Projection and Visualization based on Synchronization of Coupled Oscillators. ICPR (4) 2004: 561-564
14		Hichem Frigui: Visualizing and Browsing Large Image Databases. IKE 2004: 68-74
13		Hichem Frigui, Olfa Nasraoui: Unsupervised learning of prototypes and attribute weights. Pattern Recognition 37(3): 567-581 (2004)
	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	Nozha Boujemaa	[19]
2	Joshua Caudill	[21] [22] [24]
3	Adel Said Elmaghraby (Adel Elmaghraby)	[26]
4	Aleksey Fadeev	[26] [34]
5	Paul D. Gader	[6] [11] [35] [36]
6	Gyeongyong Heo	[35]
7	Hichem Houissa	[19]
8	Cheul Hwang	[20] [23] [25] [28] [30]
9	M. Maher Ben Ismail	[37]
10	Anupam Joshi	[7]
11	James M. Keller	[6]
12	Dae-Jin Kim	[26]
13	Raghu Krishnapuram (Raghuram Krishnapuram)	[1] [2] [3] [4] [5] [7] [11]
14	Rami Mahdi	[27] [33]
15	Jason Meredith	[33]
16	Oualid Missaoui	[31] [32]
17	Olfa Nasraoui	[1] [7] [13]
18	B. N. Nelson	[6]
19	Frank Chung-Hoon Rhee	[23]
20	Mohamed Ben Hadj Rhouma	[9] [10]
21	G. Vaillette	[6]

Colors in the list of coauthors