Department of Information Engineering

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#	Title	Journal	Year	Citations
1	Group sparse regularization for deep neural networks	Neurocomputing	2017	276
2	Cancer Diagnosis Using Deep Learning: A Bibliographic Review	Cancers	2019	268
3	Survey of main challenges (security and privacy) in wireless body area networks for healthcare applications	Egyptian Informatics Journal	2017	233
4	Randomness in neural networks: an overview	Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery	2017	175
5	Airborne GNSS-R Polarimetric Measurements for Soil Moisture and Above-Ground Biomass Estimation	IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing	2014	148
6	Sentinel-1 InSAR Coherence to Detect Floodwater in Urban Areas: Houston and Hurricane Harvey as A Test Case	Remote Sensing	2019	129
7	Changes in the dielectric properties ofex vivobovine liver during microwave thermal ablation at 2.45 GHz	Physics in Medicine and Biology	2012	128
8	Online Sequential Extreme Learning Machine With Kernels	IEEE Transactions on Neural Networks and Learning Systems	2015	124
9	A decentralized training algorithm for Echo State Networks in distributed big data applications	Neural Networks	2016	102
10	Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties	Signal Processing	2014	76
11	Missing data imputation with adversarially-trained graph convolutional networks	Neural Networks	2020	73
12	Discrimination of Water Surfaces, Heavy Rainfall, and Wet Snow Using COSMO-SkyMed Observations of Severe Weather Events	IEEE Transactions on Geoscience and Remote Sensing	2014	63
13	Small Cell Clustering for Efficient Distributed Fog Computing: A Multi-User Case		2015	63
14	An efficient meta-heuristic algorithm for grid computing	Journal of Combinatorial Optimization	2015	62
15	A Multi-Sensor Approach for Volcanic Ash Cloud Retrieval and Eruption Characterization: The 23 November 2013 Etna Lava Fountain	Remote Sensing	2016	62
16	Electropermeabilization of Inner and Outer Cell Membranes with Microsecond Pulsed Electric Fields: Quantitative Study with Calcium Ions	Scientific Reports	2017	52
17	Two-Dimensional Approach to Full-Reference Image Quality Assessment Based on Positional Structural Information	IEEE Transactions on Image Processing	2012	51
18	Dust detection and analysis in museum environment based on pattern recognition	Measurement: Journal of the International Measurement Confederation	2015	50
19	Nonlinear system identification using IIR Spline Adaptive Filters	Signal Processing	2015	48
20	Deep Region of Interest and Feature Extraction Models for Palmprint Verification Using Convolutional Neural Networks Transfer Learning	Applied Sciences (Switzerland)	2018	48
21	Steady-State Performance of Spline Adaptive Filters	IEEE Transactions on Signal Processing	2016	47
22	Concern that “EMF” magnetic fields from power lines cause cancer	Science of the Total Environment	2012	46
23	Kafnets: Kernel-based non-parametric activation functions for neural networks	Neural Networks	2019	46
24	Reconfigurable S-band patch antenna system for cubesat satellites	IEEE Aerospace and Electronic Systems Magazine	2016	45
25	A Smart Sensing Architecture for Domestic Monitoring: Methodological Approach and Experimental Validation	Sensors	2018	45
26	A Comparative Analysis Between Customized and Commercial Systems for Complex Permittivity Measurements on Liquid Samples at Microwave Frequencies	IEEE Transactions on Instrumentation and Measurement	2013	42
27	Properties of lipid electropores I: Molecular dynamics simulations of stabilized pores by constant charge imbalance	Bioelectrochemistry	2016	42
28	Potentialities and challenges of WiFi-based passive radar	IEEE Aerospace and Electronic Systems Magazine	2012	41
29	Performance Evaluation of a New Dual-Polarization Microphysical Algorithm Based on Long-Term X-Band Radar and Disdrometer Observations	Journal of Hydrometeorology	2013	40
30	Forecasting Energy Commodity Prices Using Neural Networks	Advances in Decision Sciences	2012	39
31	Potential of high-resolution detection and retrieval of precipitation fields from X-band spaceborne synthetic aperture radar over land	Hydrology and Earth System Sciences	2011	37
32	A Mixed Approach to Similarity Metric Selection in Affinity Propagation-Based WiFi Fingerprinting Indoor Positioning	Sensors	2015	36
33	NB-IoT system deployment for smart metering: Evaluation of coverage and capacity performances		2017	35
34	The Eyjafjöll explosive volcanic eruption from a microwave weather radar perspective	Atmospheric Chemistry and Physics	2011	34
35	Mobile Cloud Computing: Challenges and Future Research Directions		2017	34
36	Cancellation of nerve excitation by the reversal of nanosecond stimulus polarity and its relevance to the gating time of sodium channels	Cellular and Molecular Life Sciences	2019	34
37	Wireless Sensor Network Powered by a Terrestrial Microbial Fuel Cell as a Sustainable Land Monitoring Energy System	Sustainability	2014	31
38	Evaluation of a New Polarimetric Algorithm for Rain-Path Attenuation Correction of X-Band Radar Observations Against Disdrometer	IEEE Transactions on Geoscience and Remote Sensing	2014	31
39	A New Meta-heuristic Algorithm for Maximizing Lifetime of Wireless Sensor Networks	Wireless Personal Communications	2015	31
40	Improving Channel Assignment in Multi-radio Wireless Mesh Networks with Learning Automata	Wireless Personal Communications	2015	31
41	Selection of clinical features for pattern recognition applied to gait analysis	Medical and Biological Engineering and Computing	2017	31
42	Passive Radar Array With Low-Power Satellite Illuminators Based on Fractional Fourier Transform	IEEE Sensors Journal	2017	31
43	Integrated chemiluminescence-based lab-on-chip for detection of life markers in extraterrestrial environments	Biosensors and Bioelectronics	2019	31
44	Deep Belief Network based audio classification for construction sites monitoring	Expert Systems With Applications	2021	31
45	Frequency domain quaternion adaptive filters: Algorithms and convergence performance	Signal Processing	2017	30
46	Scattering properties of modeled complex snowflakes and mixed‐phase particles at microwave and millimeter frequencies	Journal of Geophysical Research D: Atmospheres	2014	28
47	Influence of the target tissue size on the shape ofex vivomicrowave ablation zones	International Journal of Hyperthermia	2015	28
48	A comparative assessment of microwave-based methods for moisture content characterization in stone materials	Measurement: Journal of the International Measurement Confederation	2018	28
49	Feasibility of a Wearable Reflectometric System for Sensing Skin Hydration	Sensors	2020	28
50	Microwave Exposure Systems for In Vivo Biological Experiments: A Systematic Review	IEEE Transactions on Microwave Theory and Techniques	2013	27

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