Unsupervised clustering and feature discrimination with application to image database categorization

I.E. Frigui , N. Boujemaa , Soon-Ann Lim
joint ifsa world congress and nafips international conference 1 401 -406

14
2001
Adaptive Concept Learning through Clustering and Aggregation of Relational Data.

Hichem Frigui , Cheul Hwang
siam international conference on data mining 90 -101

3
2007
Mining Visual and Textual Data for Constructing a Multi-Modal Thesaurus.

Hichem Frigui , Joshua Caudill
siam international conference on data mining 479 -484

4
2007
A BIOLOGICAL APPROACH TO CLUSTERING DATA SETS

Rhouma Mohamed Den Hadj , Hichem Frigui
Scientiae Mathematicae japonicae 58 ( 2) 485 -494

2003
Context-Dependent Fusion with Applications

Hichem Frigui
한국지능시스템학회 학술발표 논문집 23 ( 1) 261 -274

2013
RKF-PCA: Robust kernel fuzzy PCA

Paul Gader , Hichem Frigui , Gyeongyong Heo
international joint conference on neural network 22 642 -650

22
2009
A Large-Scale Multi-Institutional Evaluation of Advanced Discrimination Algorithms for Buried Threat Detection in Ground Penetrating Radar

Hichem Frigui , Jordan M. Malof , Daniel Reichman , Wen-Hsiung Lee
IEEE Transactions on Geoscience and Remote Sensing 57 ( 9) 6929 -6945

35
2019
Incremental fuzzy clustering with multiple kernels

Naouel Baili , Hichem Frigui
international conference on advanced technologies for signal and image processing 289 -294

1
2014
Ensemble feature selection for biomarker discovery in mass spectrometry-based metabolomics

AliAsghar ShahrjooiHaghighi , Hichem Frigui , Xiang Zhang , Xiaoli Wei
acm symposium on applied computing 19 -24

2
2019
Molecule specific normalization for protein and metabolite biomarker discovery

Ameni Trabelsi , Biyun Shi , Xiaoli Wei , Hichem Frigui
acm symposium on applied computing 25 -31

2019
Clustering by competitive agglomeration

Hichem Frigui , Raghu Krishnapuram
Pattern Recognition 30 ( 7) 1109 -1119

315
1997
Empirical Comparison of Automatic Image Annotation Systems

M. Maher Ben Ismail , Hichem Frigui , Joshua Caudill
2008 First Workshops on Image Processing Theory, Tools and Applications 1 -8

1
2008
Clustering: Algorithms and Applications

Hichem Frigui
2008 First Workshops on Image Processing Theory, Tools and Applications 1 -11

11
2008
Identification of cardio-pulmonary resuscitation (CPR) scenes in medical simulation videos using spatio-temporal gradient orientations

M. S. Anju Panicker , Hichem Frigui , Aaron W. Calhoun
international conference on image processing 365 -369

2015
Unsupervised learning of prototypes and attribute weights

Hichem Frigui , Olfa Nasraoui
Pattern Recognition 37 ( 3) 567 -581

277
2004
Clustering and aggregation of relational data with applications to image database categorization

Hichem Frigui , Cheul Hwang , Frank Chung-Hoon Rhee
Pattern Recognition 40 ( 11) 3053 -3068

72
2007
Context dependent hyperspectral subpixel target detection

Hamdi Jenzri , Hichem Frigui , Paul Gader
2014 IEEE International Conference on Image Processing (ICIP) 5062 -5066

1
2014
A robust algorithm for automatic extraction of an unknown number of clusters from noisy data

Hichem Frigui , Raghu Krishnapuram
Pattern Recognition Letters 17 ( 12) 1223 -1232

107
1996
3-D Active Contour Segmentation Based on Sparse Linear Combination of Training Shapes (SCoTS)

M. Mehdi Farhangi , Hichem Frigui , Albert Seow , Amir A. Amini
IEEE Transactions on Medical Imaging 36 ( 11) 2239 -2249

18
2017
Multiple Instance Learning for Benign vs. Malignant Classification of Lung Nodules in CT Scans

Wiem Safta , Hichem Frigui
international symposium on signal processing and information technology 490 -494

15
2018