Leon Reznik

Orcid: 0000-0003-4622-220X

Affiliations:
  • Rochester Institute of Technology, Department of Computer Science, NY, USA
  • University of Texas at El Paso, Department of Computer Science, TX, USA
  • Victoria University, School of Communications and Informatics, Melbourne, Australia


According to our database1, Leon Reznik authored at least 55 papers between 1996 and 2023.

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Bibliography

2023
Study on Network Importance for ML End Application Robustness.
Proceedings of the IEEE International Conference on Communications, 2023

2022
How Degrading Network Conditions Influence Machine Learning End Systems Performance?
Proceedings of the IEEE INFOCOM 2022, 2022

Influence of Transfer Learning on Machine Learning Systems Robustness to Data Quality Degradation.
Proceedings of the International Joint Conference on Neural Networks, 2022

Integrating Security with Accuracy Evaluation in Sensors Fusion.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Multi-Modal Sensor Selection with Genetic Algorithms.
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

2021
Framework for Integral Data Quality and Security Evaluation in Smartphones.
IEEE Syst. J., 2021

Improving Knowledge Based Detection of Soft Attacks Against Autonomous Vehicles with Reputation, Trust and Data Quality Service Models.
Proceedings of the IEEE International Conference on Smart Data Services, 2021

2020
Learning to recommend third-party library migration opportunities at the API level.
Appl. Soft Comput., 2020

Knowledge Graph in Data Quality Evaluation for IoT applications.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Image Processing in Autonomous Vehicle Model Positioning and Movement Control.
Proceedings of the 6th IEEE World Forum on Internet of Things, 2020

Recurrent Neural Networks for Colluded Applications Attack Detection in Android OS Devices.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Sensor Selection Optimization with Genetic Algorithms.
Proceedings of the 2019 IEEE SENSORS, Montreal, QC, Canada, October 27-30, 2019, 2019

The Machine Learning Models for Activity Recognition Applications with Wearable Sensors.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

Machine Learning in Anomaly Detection: Example of Colluded Applications Attack in Android Devices.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018
Design of activity recognition systems with wearable sensors.
Proceedings of the 2018 IEEE Sensors Applications Symposium, 2018

Computational Intelligence Framework for Automatic Quiz Question Generation.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

MeetCI: A Computational Intelligence Software Design Automation Framework.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

What can data analysis recommend on design of wearable sensors?
Proceedings of the 15th IEEE Annual Consumer Communications & Networking Conference, 2018

Android system security evaluation.
Proceedings of the 15th IEEE Annual Consumer Communications & Networking Conference, 2018

2017
Neural networks and the search for a quadratic residue detector.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Data security and quality evaluation framework: Implementation empirical study on android devices.
Proceedings of the 20th Conference of Open Innovations Association, 2017

Data security evaluation for mobile android devices.
Proceedings of the 20th Conference of Open Innovations Association, 2017

Colluded Applications Vulnerabilities in Android Devices.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2015
Fuzzy Intervals Application for Software Metrological Certification in Measurement and Information Systems.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015

Fuzzy System Design for Security and Environment Control Applications.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2015

Trust Evaluation in Mobile Devices: An Empirical Study.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

2013
Data quality evaluation: integrating security and accuracy.
Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

Signal anomaly based attack detection in wireless sensor networks.
Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

2012
Scalable multi-precision simulation of spiking neural networks on GPU with OpenCL.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Automated Data Quality Assessment of Marine Sensors.
Sensors, 2011

Resource awareness in computational intelligence.
Int. J. Adv. Intell. Paradigms, 2011

2010
Intelligent Intrusion Detection Based on Genetically Tuned Artificial Neural Networks.
J. Adv. Comput. Intell. Intell. Informatics, 2010

GPU-based simulation of spiking neural networks with real-time performance & high accuracy.
Proceedings of the International Joint Conference on Neural Networks, 2010

2008
Fuzzy Prediction Models in Measurement.
IEEE Trans. Fuzzy Syst., 2008

Traffic Analysis Based Identification of Attacks.
Int. J. Comput. Sci. Appl., 2008

Neural networks for cognitive sensor networks.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Fuzzy Expert System Shell Development with Computer Security Assessment Application.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Anomaly Detection Based Intrusion Detection.
Proceedings of the Third International Conference on Information Technology: New Generations (ITNG 2006), 2006

Topology Selection for Signal Change Detection in Sensor Networks: RBF vs MLP.
Proceedings of the International Joint Conference on Neural Networks, 2006

2005
Embedding intelligent sensor signal change detection into sensor network protocols.
Proceedings of the Second Annual IEEE Communications Society Conference on Sensor and Ad Hoc Communications and Networks, 2005

Intelligent Protocols Based on Sensor Signal Change Detection.
Proceedings of the Systems Communications 2005 (ICW / ICHSN / ICMCS / SENET 2005), 2005

2004
Time-based multi-layer perceptron for novelty detection in sensor networks.
Proceedings of the 2004 International Conference on Machine Learning and Applications, 2004

Fuzzy and probabilistic models of association information in sensor networks.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003
Use of fuzzy expert's information in measurement and what we can gain from its application in geophysics.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

2002
A neuro-fuzzy method of power disturbances recognition and reduction.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

Fuzzy system implementation through its approximation with simplified radial basis networks.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002

2001
Embedded Fuzzy Control for Reefer Refrigeration Systems.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Fuzzy Models in Evaluation of Information Uncertainty in Engineering and Technology Applications.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000
Improving the Approximation Smoothness of Radial Basis Neural Networks.
J. Adv. Comput. Intell. Intell. Informatics, 2000

Implementation of fuzzy controllers with radial basis neural networks.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

1998
An Application of Fuzzy Mathematical Morphology to Interval-Valued Knowledge Representation: A Remark.
Reliab. Comput., 1998

Fuzzy controller design: recommendations to the user.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

Intelligent sensor: an attempt to define.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

1996
Speech detection method analysis and intelligent structure development.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

A novel excitation control scheme: design and implementation.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996


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