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exaly
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School of Computing and Mathematics
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top-articles
School of Computing and Mathematics
446
(top 1%)
papers
10.1K
(top 1%)
citations
54
(top 1%)
h
-index
86
(top 1%)
g
-index
783
all documents
12.9K
doc citations
2.2K
citing journals
Top Articles
#
Title
Journal
Year
Citations
1
Deep Learning for Aspect-Based Sentiment Analysis: A Comparative Review
Expert Systems With Applications
2019
354
2
Laplacian Regularized Low-Rank Representation and Its Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
2016
339
3
COVID-19 Detection Through Transfer Learning Using Multimodal Imaging Data
IEEE Access
2020
338
4
A survey of anomaly detection techniques in financial domain
Future Generation Computer Systems
2016
290
5
Depression detection from social network data using machine learning techniques
Health Information Science and Systems
2018
227
6
Robust Subspace Clustering for Multi-View Data by Exploiting Correlation Consensus
IEEE Transactions on Image Processing
2015
212
7
A review of epileptic seizure detection using machine learning classifiers
Brain Informatics
2020
209
8
Talk the talk: Learner‐generated podcasts as catalysts for knowledge creation
British Journal of Educational Technology
2008
164
9
Lung Cancer Detection using CT Scan Images
Procedia Computer Science
2018
159
10
A hybrid clustering technique combining a novel genetic algorithm with K-Means
Knowledge-Based Systems
2014
152
11
Weighted Level Set Evolution Based on Local Edge Features for Medical Image Segmentation
IEEE Transactions on Image Processing
2017
147
12
An Emotion Recognition Model Based on Facial Recognition in Virtual Learning Environment
Procedia Computer Science
2018
132
13
Human detection in surveillance videos and its applications - a review
Eurasip Journal on Advances in Signal Processing
2013
130
14
Deployment of IoV for Smart Cities: Applications, Architecture, and Challenges
IEEE Access
2019
130
15
Sparse kernel learning with LASSO and Bayesian inference algorithm
Neural Networks
2010
127
16
Software defect prediction using a cost sensitive decision forest and voting, and a potential solution to the class imbalance problem
Information Systems
2015
123
17
Video Anomaly Detection With Compact Feature Sets for Online Performance
IEEE Transactions on Image Processing
2017
116
18
A Comprehensive Survey on Security in Cloud Computing
Procedia Computer Science
2017
115
19
Machine Learning Techniques for 5G and Beyond
IEEE Access
2021
111
20
Dual Graph Regularized Latent Low-Rank Representation for Subspace Clustering
IEEE Transactions on Image Processing
2015
110
21
Recent Advances in Fabrication Methods for Flexible Antennas in Wearable Devices: State of the Art
Sensors
2019
107
22
COVID-19 Control by Computer Vision Approaches: A Survey
IEEE Access
2020
107
23
Missing value imputation using decision trees and decision forests by splitting and merging records: Two novel techniques
Knowledge-Based Systems
2013
106
24
A multi-tier phishing detection and filtering approach
Journal of Network and Computer Applications
2013
101
25
Using multi‐model ensembles of CMIP5 global climate models to reproduce observed monthly rainfall and temperature with machine learning methods in Australia
International Journal of Climatology
2018
96
26
Phubbing: Perceptions, reasons behind, predictors, and impacts
Human Behavior and Emerging Technologies
2019
95
27
Deep Learning Models for Retinal Blood Vessels Segmentation: A Review
IEEE Access
2019
92
28
A Qualitative Comparison of Different Logical Topologies for Wireless Sensor Networks
Sensors
2012
90
29
Optimizing Energy Consumption for Big Data Collection in Large-Scale Wireless Sensor Networks With Mobile Collectors
IEEE Systems Journal
2018
90
30
Big data and machine learning for crop protection
Computers and Electronics in Agriculture
2018
90
31
Image Segmentation for Early Stage Brain Tumor Detection using Mathematical Morphological Reconstruction
Procedia Computer Science
2018
89
32
Impact of ICA-Based Image Enhancement Technique on Retinal Blood Vessels Segmentation
IEEE Access
2018
86
33
NetGO: improving large-scale protein function prediction with massive network information
Nucleic Acids Research
2019
86
34
Self-disclosure on Facebook among female users and its relationship to feelings of loneliness
Computers in Human Behavior
2014
84
35
Forest PA : Constructing a decision forest by penalizing attributes used in previous trees
Expert Systems With Applications
2017
84
36
Linear time Principal Component Pursuit and its extensions using ℓ1 filtering
Neurocomputing
2014
82
37
Big Sensor Data Systems for Smart Cities
IEEE Internet of Things Journal
2017
81
38
Strided fully convolutional neural network for boosting the sensitivity of retinal blood vessels segmentation
Expert Systems With Applications
2019
81
39
Detecting highly oscillatory signals by chirplet path pursuit
Applied and Computational Harmonic Analysis
2008
80
40
Information and communication technology solutions for outdoor navigation in dementia
Alzheimer's and Dementia
2016
80
41
Social media in Saudi Arabia: Exploring its use during two natural disasters
Technological Forecasting and Social Change
2015
78
42
Blockchain Versus Database: A Critical Analysis
2018
76
43
Multimodal big data affective analytics: A comprehensive survey using text, audio, visual and physiological signals
Journal of Network and Computer Applications
2020
73
44
Applications of computational intelligence in vehicle traffic congestion problem: a survey
Soft Computing
2018
72
45
Subspace Clustering for Sequential Data
2014
68
46
Multi-loss Regularized Deep Neural Network
IEEE Transactions on Circuits and Systems for Video Technology
2016
68
47
Trait Boredom Is a Predictor of Phubbing Frequency
Journal of Technology in Behavioral Science
2019
65
48
PDCOVIDNet: a parallel-dilated convolutional neural network architecture for detecting COVID-19 from chest X-ray images
Health Information Science and Systems
2020
64
49
Missing value imputation using a fuzzy clustering-based EM approach
Knowledge and Information Systems
2016
63
50
Individualized Time-Series Segmentation for Mining Mobile Phone User Behavior
Computer Journal
2018
63
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