Information Technologies Institute

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Top Articles

#	Title	Journal	Year	Citations
1	A systematic review of software fault prediction studies	Expert Systems With Applications	2009	430
2	Software fault prediction: A literature review and current trends	Expert Systems With Applications	2011	273
3	Bias in data‐driven artificial intelligence systems—An introductory survey	Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery	2020	265
4	Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem	Information Sciences	2009	252
5	Video fire detection – Review		2013	216
6	EEG-Based Brain–Computer Interfaces for Communication and Rehabilitation of People with Motor Impairment: A Novel Approach of the 21st Century	Frontiers in Human Neuroscience	2018	213
7	A Review on Early Forest Fire Detection Systems Using Optical Remote Sensing	Sensors	2020	211
8	Software defect prediction using cost-sensitive neural network	Applied Soft Computing Journal	2015	186
9	Applications of Machine Learning in Real-Life Digital Health Interventions: Review of the Literature	Journal of Medical Internet Research	2019	161
10	Spatio-Temporal Flame Modeling and Dynamic Texture Analysis for Automatic Video-Based Fire Detection	IEEE Transactions on Circuits and Systems for Video Technology	2015	153
11	Real-Time, Full 3-D Reconstruction of Moving Foreground Objects From Multiple Consumer Depth Cameras	IEEE Transactions on Multimedia	2013	143
12	COVID-19 Mobile Apps: A Systematic Review of the Literature	Journal of Medical Internet Research	2020	143
13	Machine Learning and Deep Learning in smart manufacturing: The Smart Grid paradigm	Computer Science Review	2021	125
14	Can a Virtual Reality Cognitive Training Application Fulfill a Dual Role? Using the Virtual Supermarket Cognitive Training Application as a Screening Tool for Mild Cognitive Impairment	Journal of Alzheimer's Disease	2015	123
15	Oil Spill Identification from Satellite Images Using Deep Neural Networks	Remote Sensing	2019	120
16	Large-scale evaluation of splicing localization algorithms for web images	Multimedia Tools and Applications	2017	116
17	Deep Learning on Multi Sensor Data for Counter UAV Applications—A Systematic Review	Sensors	2019	115
18	Location Extraction from Social Media	ACM Transactions on Information Systems	2018	105
19	Fast shot segmentation combining global and local visual descriptors		2014	96
20	Simulating Fog and Edge Computing Scenarios: An Overview and Research Challenges	Future Internet	2019	93
21	Swarm Intelligence for Detecting Interesting Events in Crowded Environments	IEEE Transactions on Image Processing	2015	90
22	A Novel and Intelligent Home Monitoring System for Care Support of Elders with Cognitive Impairment	Journal of Alzheimer's Disease	2016	87
23	Feature learning for Human Activity Recognition using Convolutional Neural Networks	CCF Transactions on Pervasive Computing and Interaction	2020	87
24	Higher Order Linear Dynamical Systems for Smoke Detection in Video Surveillance Applications	IEEE Transactions on Circuits and Systems for Video Technology	2017	86
25	Practical development of an Eclipse-based software fault prediction tool using Naive Bayes algorithm	Expert Systems With Applications	2011	80
26	Grading of invasive breast carcinoma through Grassmannian VLAD encoding	PLoS ONE	2017	80
27	An Improved Design of Planar Elliptical Dipole Antenna for UWB Applications	IEEE Antennas and Wireless Propagation Letters	2010	76
28	Motion analysis: Action detection, recognition and evaluation based on motion capture data	Pattern Recognition	2018	73
29	A new dichotomization technique to multilevel thresholding devoted to inspection applications	Pattern Recognition Letters	2000	68
30	Managing Spatial Graph Dependencies in Large Volumes of Traffic Data for Travel-Time Prediction	IEEE Transactions on Intelligent Transportation Systems	2016	68
31	Fire Detection from Images Using Faster R-CNN and Multidimensional Texture Analysis		2019	67
32	Features, outcomes, and challenges in mobile health interventions for patients living with chronic diseases: A review of systematic reviews	International Journal of Medical Informatics	2019	66
33	DeepSurf: a surface-based deep learning approach for the prediction of ligand binding sites on proteins	Bioinformatics	2021	66
34	A Preliminary Study on the Feasibility of Using a Virtual Reality Cognitive Training Application for Remote Detection of Mild Cognitive Impairment	Journal of Alzheimer's Disease	2017	65
35	An Edge-to-Cloud Virtualized Multimedia Service Platform for 5G Networks	IEEE Transactions on Broadcasting	2019	65
36	Spherical View Synthesis for Self-Supervised 360° Depth Estimation		2019	62
37	Early Fire Detection Based on Aerial 360-Degree Sensors, Deep Convolution Neural Networks and Exploitation of Fire Dynamic Textures	Remote Sensing	2020	62
38	Model-based and model-free “plug-and-play” building energy efficient control	Applied Energy	2015	60
39	Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia	Sensors	2016	60
40	Interactive video search tools: a detailed analysis of the video browser showdown 2015	Multimedia Tools and Applications	2017	58
41	Estimating human motion from multiple Kinect sensors		2013	57
42	Conditional Random Fields - based approach for real-time building occupancy estimation with multi-sensory networks	Automation in Construction	2016	57
43	Efficacy and Safety of Crocus sativus L. in Patients with Mild Cognitive Impairment: One Year Single-Blind Randomized, with Parallel Groups, Clinical Trial	Journal of Alzheimer's Disease	2016	57
44	Drone vs. Bird Detection: Deep Learning Algorithms and Results from a Grand Challenge	Sensors	2021	56
45	Electroencephalogram and Alzheimer’s Disease: Clinical and Research Approaches	International Journal of Alzheimer's Disease	2014	55
46	Accurate and reproducible reconstruction of coronary arteries and endothelial shear stress calculation using 3D OCT: Comparative study to 3D IVUS and 3D QCA	Atherosclerosis	2015	55
47	A Survey of Software Testing in the Cloud		2012	53
48	Semantic web technologies in pervasive computing: A survey and research roadmap	Pervasive and Mobile Computing	2015	53
49	Predicting Elections for Multiple Countries Using Twitter and Polls	IEEE Intelligent Systems	2015	52
50	An Integrated Platform for Live 3D Human Reconstruction and Motion Capturing	IEEE Transactions on Circuits and Systems for Video Technology	2017	52

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