Department of Computer Science and Electrical Engineering

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#	Title	Journal	Year	Citations
1	A survey on clustering algorithms for wireless sensor networks	Computer Communications	2007	1,928
2	Strategies and techniques for node placement in wireless sensor networks: A survey	Ad Hoc Networks	2008	912
3	Estimating the number of independent components for functional magnetic resonance imaging data	Human Brain Mapping	2007	795
4	An ontology for context-aware pervasive computing environments	Knowledge Engineering Review	2003	590
5	Widespread white matter microstructural differences in schizophrenia across 4322 individuals: results from the ENIGMA Schizophrenia DTI Working Group	Molecular Psychiatry	2018	522
6	Key establishment in large dynamic groups using one-way function trees	IEEE Transactions on Software Engineering	2003	463
7	Constrained band selection for hyperspectral imagery	IEEE Transactions on Geoscience and Remote Sensing	2006	405
8	ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries	Translational Psychiatry	2020	365
9	Spatiotemporal Lugiato-Lefever formalism for Kerr-comb generation in whispering-gallery-mode resonators	Physical Review A	2013	361
10	Structural brain abnormalities in the common epilepsies assessed in a worldwide ENIGMA study	Brain	2018	352
11	Low-complexity fuzzy relational clustering algorithms for Web mining	IEEE Transactions on Fuzzy Systems	2001	304
12	An energy-aware QoS routing protocol for wireless sensor networks		0	283
13	A Fast Iterative Algorithm for Implementation of Pixel Purity Index	IEEE Geoscience and Remote Sensing Letters	2006	245
14	Orthogonal subspace projection (OSP) revisited: a comprehensive study and analysis	IEEE Transactions on Geoscience and Remote Sensing	2005	230
15	In-network outlier detection in wireless sensor networks	Knowledge and Information Systems	2013	206
16	Feature-Based Fusion of Medical Imaging Data	IEEE Transactions on Information Technology in Biomedicine	2009	187
17	Applications of Independent Component Analysis in Endmember Extraction and Abundance Quantification for Hyperspectral Imagery	IEEE Transactions on Geoscience and Remote Sensing	2006	184
18	Cluster Quality Analysis Using Silhouette Score		2020	180
19	Energy-aware management for cluster-based sensor networks	Computer Networks	2003	176
20	Least squares subspace projection approach to mixed pixel classification for hyperspectral images	IEEE Transactions on Geoscience and Remote Sensing	1998	175
21	ICA and IVA for Data Fusion: An Overview and a New Approach Based on Disjoint Subspaces		2019	174
22	An efficient clustering-based heuristic for data gathering and aggregation in sensor networks		0	164
23	Performance of blind source separation algorithms for fMRI analysis using a group ICA method	Magnetic Resonance Imaging	2007	160
24	Semi-Supervised Linear Spectral Unmixing Using a Hierarchical Bayesian Model for Hyperspectral Imagery	IEEE Transactions on Signal Processing	2008	158
25	Multi-set canonical correlation analysis for the fusion of concurrent single trial ERP and functional MRI	NeuroImage	2010	156
26	Braiding operators are universal quantum gates	New Journal of Physics	2004	153
27	Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data	Proceedings of the IEEE	2016	148
28	Random-data perturbation techniques and privacy-preserving data mining	Knowledge and Information Systems	2005	147
29	Interference and noise-adjusted principal components analysis	IEEE Transactions on Geoscience and Remote Sensing	1999	145
30	Finding and Ranking Knowledge on the Semantic Web	Lecture Notes in Computer Science	2005	143
31	Towards Autonomous Vehicular Clouds	Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering	2010	137
32	Glimmer: Multilevel MDS on the GPU	IEEE Transactions on Visualization and Computer Graphics	2009	133
33	Independent component analysis of fMRI data in the complex domain	Magnetic Resonance in Medicine	2002	127
34	Azimuthal Turing Patterns, Bright and Dark Cavity Solitons in Kerr Combs Generated With Whispering-Gallery-Mode Resonators	IEEE Photonics Journal	2013	127
35	A fuzzy relative of the k-medoids algorithm with application to web document and snippet clustering		1999	123
36	Canonical Correlation Analysis for Feature-Based Fusion of Biomedical Imaging Modalities and Its Application to Detection of Associative Networks in Schizophrenia	IEEE Journal on Selected Topics in Signal Processing	2008	120
37	Nine-coded compression technique for testing embedded cores in SoCs	IEEE Transactions on Very Large Scale Integration (VLSI) Systems	2005	118
38	Automatic Identification of Functional Clusters in fMRI Data Using Spatial Dependence	IEEE Transactions on Biomedical Engineering	2011	114
39	Complex Independent Component Analysis by Entropy Bound Minimization	IEEE Transactions on Circuits and Systems I: Regular Papers	2010	113
40	Approximate Distributed K-Means Clustering over a Peer-to-Peer Network	IEEE Transactions on Knowledge and Data Engineering	2009	112
41	Modeling Computer Attacks: An Ontology for Intrusion Detection	Lecture Notes in Computer Science	2003	108
42	A quantitative and comparative analysis of linear and nonlinear spectral mixture models using radial basis function neural networks	IEEE Transactions on Geoscience and Remote Sensing	2001	107
43	Emergent Chemical Mapping at Atomic-Column Resolution by Energy-Dispersive X-Ray Spectroscopy in an Aberration-Corrected Electron Microscope	Physical Review Letters	2010	107
44	ANSWER: AutoNomouS netWorked sEnsoR system	Journal of Parallel and Distributed Computing	2007	106
45	Multiparameter Receiver Operating Characteristic Analysis for Signal Detection and Classification	IEEE Sensors Journal	2010	106
46	The traveling salesman problem: A hierarchical model	Memory and Cognition	2000	105
47	Energy and QoS Aware Routing in Wireless Sensor Networks	Cluster Computing	2005	100
48	EXTRACTING WEB USER PROFILES USING RELATIONAL COMPETITIVE FUZZY CLUSTERING	International Journal on Artificial Intelligence Tools	2000	99
49	Connectivity restoration in a partitioned wireless sensor network with assured fault tolerance	Ad Hoc Networks	2015	96
50	Call Admission Control for Voice/Data Integrated Cellular Networks: Performance Analysis and Comparative Study	IEEE Journal on Selected Areas in Communications	2004	95

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