| * | 2009 |
|---|
| 37 | EE | M. Maher Ben Ismail,
Hichem Frigui:
Image annotation based on constrained clustering and semi-naive bayesian model.
ISCC 2009: 431-436 |
| 36 | EE | 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 | EE | Gyeongyong Heo,
Paul D. Gader,
Hichem Frigui:
RKF-PCA: Robust kernel fuzzy PCA.
Neural Networks 22(5-6): 642-650 (2009) |
| 2008 |
|---|
| 34 | EE | Aleksey Fadeev,
Hichem Frigui:
Dominant Texture Descriptors for image classification and retrieval.
ICIP 2008: 989-992 |
| 33 | EE | Hichem Frigui,
Rami Mahdi,
Jason Meredith:
Combining feedbackand image database categorization in CBIR.
ICME 2008: 1277-1280 |
| 32 | EE | Oualid Missaoui,
Hichem Frigui:
Optimal feature weighting for the continuous HMM.
ICPR 2008: 1-4 |
| 31 | EE | Oualid Missaoui,
Hichem Frigui:
Optimal feature weighting for the discrete HMM.
ICPR 2008: 1-4 |
| 30 | EE | Hichem Frigui,
Cheul Hwang:
Semi-supervised Clustering and Aggregation of Relational Data.
ISCC 2008: 590-595 |
| 29 | EE | Hichem Frigui:
MembershipMap: A Data Transformation for Knowledge Discovery Based on Granulation and Fuzzy Membership Aggregation.
Computational Intelligence Paradigms 2008: 51-76 |
| 28 | EE | 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 | EE | Hichem Frigui,
Rami Mahdi:
Semi-Supervised Clustering and Feature Discrimination with Instance-Level Constraints.
FUZZ-IEEE 2007: 1-6 |
| 26 | EE | Aleksey Fadeev,
Hichem Frigui,
Dae-Jin Kim,
Adel Elmaghraby:
Transformation of Relational Features for Use with Conventional Classifiers.
FUZZ-IEEE 2007: 1-6 |
| 25 | EE | Hichem Frigui,
Cheul Hwang:
Adaptive Concept Learning through Clustering and Aggregation of Relational Data.
SDM 2007 |
| 24 | EE | Hichem Frigui,
Joshua Caudill:
Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus.
SDM 2007 |
| 23 | EE | 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 | EE | Hichem Frigui,
Joshua Caudill:
Region Based Image Annotation.
ICIP 2006: 953-956 |
| 21 | EE | 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 | EE | Hichem Houissa,
Nozha Boujemaa,
Hichem Frigui:
Adaptive Visual Regions Categorization with Sets of Points of Interest.
PCM 2006: 485-493 |
| 18 | EE | Hichem Frigui:
MembershipMap: Data Transformation Based on Granulation and Fuzzy Membership Aggregation.
IEEE T. Fuzzy Systems 14(6): 885-896 (2006) |
| 2005 |
|---|
| 17 | EE | Hichem Frigui:
Unsupervised learning of arbitrarily shaped clusters using ensembles of Gaussian models.
Pattern Anal. Appl. 8(1-2): 32-49 (2005) |
| 2004 |
|---|
| 16 | EE | Hichem Frigui:
MembershipMap: Data Transformation Based on Membership Aggregation.
ICPR (2) 2004: 463-466 |
| 15 | EE | 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 | EE | Hichem Frigui,
Olfa Nasraoui:
Unsupervised learning of prototypes and attribute weights.
Pattern Recognition 37(3): 567-581 (2004) |
| 2002 |
|---|
| 12 | EE | 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 | EE | Hichem Frigui,
Mohamed Ben Hadj Rhouma:
A Synchronization Based Algorithm for Discovering Ellipsoidal Clusters in Large Datasets.
ICDM 2001: 139-146 |
| 9 | EE | 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 | EE | 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 | EE | 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 | EE | 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 | EE | Hichem Frigui,
Raghu Krishnapuram:
Clustering by competitive agglomeration.
Pattern Recognition 30(7): 1109-1119 (1997) |
| 1996 |
|---|
| 3 | EE | Hichem Frigui,
Raghu Krishnapuram:
A Robust Clustering Algorithm Based on Competitive Agglomeration and Soft Rejection of Outliers.
CVPR 1996: 550-555 |
| 2 | EE | 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 | EE | 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) |
