Milos Manic

Benny J. Varghese

IEEE Trans. Intell. Transp. Syst., December, 2023

Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting.

[BibT_eX]

[DOI]

Walid Al Misba

IEEE Access, 2023

A Review of Visualization Methods for Cyber-Physical Security: Smart Grid Case Study.

[BibT_eX]

[DOI]

IEEE Access, 2023

Automated Machine Learning in Critical Energy Infrastructure for Net Zero Carbon Emissions.

[BibT_eX]

[DOI]

Harsha Moraliyage

Dilantha Haputhanthri

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Physical Anomaly Detection in EV Charging Stations: Physics-based vs ResNet AE.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

A Cybersecurity Framework for Home Energy Management Systems using Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

Augmenting Industrial Chatbots in Energy Systems using ChatGPT Generative AI.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

EmoZen: A Robust Word Embedding for Implicit and Explicit Expressions of Emotion.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

DAdAE: Domain Adversarial Autoencoder Based In-Vehicle CAN Anomaly Detection.

[BibT_eX]

[DOI]

Benny J. Varghese

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Anomaly Detection for In-Vehicle Communication Using Transformers.

[BibT_eX]

[DOI]

Benny J. Varghese

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

ChatGPT and Generative AI Guidelines for Addressing Academic Integrity and Augmenting Pre-Existing Chatbots.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Technology, 2023

Informed Deep Learning for Anomaly Detection in Cyber-Physical Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Technology, 2023

2022

An Artificial Intelligence Approach for Real-Time Tuning of Weighting Factors in FCS-MPC for Power Converters.

[BibT_eX]

[DOI]

Sergio Vazquez

María Dolores Valdés Peña

Eduardo Zafra

Juan J. Rodríguez-Andina

Leopoldo García Franquelo

IEEE Trans. Ind. Electron., 2022

Dual discriminator adversarial distillation for data-free model compression.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

Self-Supervised and Interpretable Anomaly Detection using Network Transformers.

[BibT_eX]

[DOI]

CoRR, 2022

Self-Supervised Learning of Neural Speech Representations From Unlabeled Intracranial Signals.

[BibT_eX]

[DOI]

Srdjan Lesaja

Jerry J. Shih

Pedram Zanganeh Soroush

Tanja Schultz

Dean J. Krusienski

IEEE Access, 2022

Anomaly Detection in Critical-Infrastructures using Autoencoders: A Survey.

[BibT_eX]

[DOI]

Proceedings of the IECON 2022, 2022

Human System Interaction in Review: Advancing the Artificial Intelligence Transformation.

[BibT_eX]

[DOI]

Daswin De Silva

Rashmika Nawaratne

Jacek Ruminski

Aleksander Malinowski

Proceedings of the 15th International Conference on Human System Interaction, 2022

2021

ResNet Autoencoders for Unsupervised Feature Learning From High-Dimensional Data: Deep Models Resistant to Performance Degradation.

[BibT_eX]

[DOI]

IEEE Access, 2021

Explainable Unsupervised Machine Learning for Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE Access, 2021

Deep Learning Shared Bandpass Filters for Resource-Constrained Human Activity Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2021

Data-Driven Correlation of Cyber and Physical Anomalies for Holistic System Health Monitoring.

[BibT_eX]

[DOI]

Billy Tsouvalas

IEEE Access, 2021

The Virtualized Cyber-Physical Testbed for Machine Learning Anomaly Detection: A Wind Powered Grid Case Study.

[BibT_eX]

[DOI]

IEEE Access, 2021

Deep Embedded Clustering with ResNets.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Human System Interaction, 2021

2020

CMIB: Unsupervised Image Object Categorization in Multiple Visual Contexts.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2020

Trustworthy AI Development Guidelines for Human System Interaction.

[BibT_eX]

[DOI]

Javier Grandio

Proceedings of the 13th International Conference on Human System Interaction, 2020

AI Augmentation for Trustworthy AI: Augmented Robot Teleoperation.

[BibT_eX]

[DOI]

Javier Grandio

Proceedings of the 13th International Conference on Human System Interaction, 2020

2019

Deep Self-Organizing Maps for Unsupervised Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Modeling and Planning Under Uncertainty Using Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Resilience in Energy Industries - Recent Advances, Open Challenges, and Future Directions.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Combining Physics-Based Domain Knowledge and Machine Learning using Variational Gaussian Processes with Explicit Linear Prior.

[BibT_eX]

[DOI]

CoRR, 2019

Data-driven Stochastic Anomaly Detection on Smart-Grid communications using Mixture Poisson Distributions.

[BibT_eX]

[DOI]

Proceedings of the IECON 2019, 2019

Data Driven Hourly Taxi Drop-offs Prediction using TLC Trip Record Data.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Human System Interaction, 2019

Intelligent Driver System for Improving Fuel Efficiency in Vehicle Fleets.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Human System Interaction, 2019

Machine Learning for Deep Brain Stimulation Efficacy using Dense Array EEG.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Human System Interaction, 2019

Explaining What a Neural Network has Learned: Toward Transparent Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Integrated Cyber Physical Assessment and Response for Improved Resiliency.

[BibT_eX]

[DOI]

Proceedings of the Internet of Things for Smart Urban Ecosystems., 2019

2018

On Critical Infrastructures, Their Security and Resilience - Trends and Vision.

[BibT_eX]

[DOI]

CoRR, 2018

Generalization of Deep Learning for Cyber-Physical System Security: A Survey.

[BibT_eX]

[DOI]

Proceedings of the IECON 2018, 2018

An Adversarial Approach for Explainable AI in Intrusion Detection Systems.

[BibT_eX]

[DOI]

Proceedings of the IECON 2018, 2018

Improving User Trust on Deep Neural Networks Based Intrusion Detection Systems.

[BibT_eX]

[DOI]

Proceedings of the IECON 2018, 2018

Deep Self-Organizing Maps for Visual Data Mining.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Human System Interaction, 2018

Interpretable Data-Driven Modeling in Biomass Preprocessing.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Human System Interaction, 2018

Toward Explainable Deep Neural Network Based Anomaly Detection.

[BibT_eX]

[DOI]

Kevin Kenney

Proceedings of the 11th International Conference on Human System Interaction, 2018

2017

VD-IT2, Virtual Disk Cloning on Disk Arrays Using a Type-2 Fuzzy Controller.

[BibT_eX]

[DOI]

David K. Umberger

IEEE Trans. Fuzzy Syst., 2017

Parallalizable deep self-organizing maps for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Deep neural networks for energy load forecasting.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017

Survey of progress in deep neural networks for resource-constrained applications.

[BibT_eX]

[DOI]

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Dynamic user interfaces for control systems.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Human System Interactions, 2017

Welcome message.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Human System Interactions, 2017

Reduction of massive EEG datasets for epilepsy analysis using Artificial Neural Networks.

[BibT_eX]

[DOI]

Howard J. Carey

Proceedings of the 10th International Conference on Human System Interactions, 2017

2016

Simultaneous generation-classification using LSTM.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Fast trajectory simplification algorithm for natural user interfaces in Robot programming by demonstration.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Symposium on Industrial Electronics, 2016

HTML web content extraction using paragraph tags.

[BibT_eX]

[DOI]

Howard J. Carey

Proceedings of the 25th IEEE International Symposium on Industrial Electronics, 2016

Building energy load forecasting using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

Multi-use high-technology testbed.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Human System Interactions, 2016

Epileptic Spike Detection with EEG using artificial Neural Networks.

[BibT_eX]

[DOI]

Howard J. Carey

Paul Arsenovic

Proceedings of the 9th International Conference on Human System Interactions, 2016

EEG feature selection for thought driven robots using evolutionary Algorithms.

[BibT_eX]

[DOI]

Patrick Sivils

Proceedings of the 9th International Conference on Human System Interactions, 2016

2015

Wireless Sensor Networks - Node Localization for Various Industry Problems.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2015

Data-fusion for increasing temporal resolution of building energy management system data.

[BibT_eX]

[DOI]

Proceedings of the IECON 2015, 2015

Artificial neural networks based thermal energy storage control for buildings.

[BibT_eX]

[DOI]

Proceedings of the IECON 2015, 2015

Data driven fuel efficient driving behavior feedback for fleet vehicles.

[BibT_eX]

[DOI]

David Gertman

Proceedings of the 8th International Conference on Human System Interaction, 2015

2014

Mining Building Energy Management System Data Using Fuzzy Anomaly Detection and Linguistic Descriptions.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2014

Autonomic Intelligent Cyber-Sensor to Support Industrial Control Network Awareness.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2014

Cyber-Physical System Security With Deceptive Virtual Hosts for Industrial Control Networks.

[BibT_eX]

[DOI]

Carlos Alberto Cobos Lozada

IEEE Trans. Ind. Informatics, 2014

FN-DFE: Fuzzy-Neural Data Fusion Engine for Enhanced Resilient State-Awareness of Hybrid Energy Systems.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Feature Selection Based on Sampling and C4.5 Algorithm to Improve the Quality of Text Classification Using Naïve Bayes.

[BibT_eX]

[DOI]

Viviana Molano

Martha Mendoza

Enrique Herrera-Viedma

Proceedings of the Human-Inspired Computing and Its Applications, 2014

Optimal placement of Phasor Measurement Units in power grids using Memetic Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Neural Network based downscaling of Building Energy Management System data.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

Vulnerability identification and classification via text mining bug databases.

[BibT_eX]

[DOI]

Miles McQueen

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Dynamic fuzzy force field based force-feedback for collision avoidance in robot manipulators.

[BibT_eX]

[DOI]

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

Driving behavior prompting framework for improving fuel efficiency.

[BibT_eX]

[DOI]

David Gertman

Proceedings of the 7th International Conference on Human System Interactions, 2014

Fuzzy logic based force-feedback for obstacle collision avoidance of robot manipulators.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Human System Interactions, 2014

A database driven memetic algorithm for fuzzy set optimization.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Human System Interactions, 2014

EEG based brain activity monitoring using Artificial Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Human System Interactions, 2014

Next Generation Emergency Communication Systems via Software Defined Networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 Third GENI Research and Educational Experiment Workshop, 2014

Data driven fuzzy membership function generation for increased understandability.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Fuzzy Contexts (Type C) and fuzzymorphism to solve situational discontinuity problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013

Adaptive Control Parameters for Dispersal of Multi-Agent Mobile Ad Hoc Network (MANET) Swarms.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2013

Wireless Sensor Network Configuration - Part II: Adaptive Coverage for Decentralized Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2013

Wireless Sensor Network Configuration - Part I: Mesh Simplification for Centralized Algorithms.

[BibT_eX]

[DOI]

Carlos Alberto Cobos Lozada

IEEE Trans. Ind. Informatics, 2013

TopicSearch - Personalized Web Clustering Engine Using Semantic Query Expansion, Memetic Algorithms and Intelligent Agents.

[BibT_eX]

[DOI]

Martha Mendoza

Elizabeth León

Enrique Herrera-Viedma

Polibits, 2013

Shadowed Type-2 Fuzzy Logic Systems.

[BibT_eX]

[DOI]

Carlos Alberto Cobos Lozada

Proceedings of the 2013 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2013

Multi-criteria based staging of Optimal PMU Placement using Fuzzy Weighted Average.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Symposium on Industrial Electronics, 2013

Clustering of web search results based on an Iterative Fuzzy C-means Algorithm and Bayesian Information Criterion.

[BibT_eX]

[DOI]

Martha Mendoza

Elizabeth León

Enrique Herrera-Viedma

Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Human machine interaction via brain activity monitoring.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Human System Interactions, 2013

A fuzzy framework with modeling language for type 1 and type 2 application development.

[BibT_eX]

[DOI]

Allan Gagnon

Proceedings of the 6th International Conference on Human System Interactions, 2013

Information gain based dimensionality selection for classifying text documents.

[BibT_eX]

[DOI]

Miles McQueen

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Guest Editorial Special Section on Soft Computing in Industrial Informatics.

[BibT_eX]

[DOI]

Xinghuo Yu

Okyay Kaynak

IEEE Trans. Ind. Informatics, 2012

Introduction to the Special Section on Intelligent Systems.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2012

General Type-2 Fuzzy C-Means Algorithm for Uncertain Fuzzy Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2012

Monotone Centroid Flow Algorithm for Type Reduction of General Type-2 Fuzzy Sets.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2012

A Direct Utility Adaptive Critic (DUAC) algorithm for power plant load management.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Symposium on Industrial Electronics, 2012

Visual, linguistic data mining using Self- Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

The Adaptive Critic Learning Agent (ACLA) algorithm: Towards problem independent neural network based optimizers.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Iterative Learning Heuristic Dynamic Programming (ILHDP) design of a Steam Power Plant Controller.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Conference on IEEE Industrial Electronics Society, 2012

Mining Bug Databases for Unidentified Software Vulnerabilities.

[BibT_eX]

[DOI]

Proceedings of the 2012 5th International Conference on Human System Interactions, 2012

Improving Vehicle Fleet Fuel Economy via Learning Fuel-Efficient Driving Behaviors.

[BibT_eX]

[DOI]

Proceedings of the 2012 5th International Conference on Human System Interactions, 2012

Shadowed Type-2 Fuzzy Sets -Type-2 Fuzzy Sets with shadowed secondary membership functions.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2012, 2012

On the accuracy of input-output uncertainty modeling with interval Type-2 Fuzzy Logic Systems.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2012, 2012

Improving Control System Cyber-State Awareness Using Known Secure Sensor Measurements.

[BibT_eX]

[DOI]

Miles McQueen

Proceedings of the Critical Information Infrastructures Security, 2012

2011

Online Spatio-Temporal Risk Assessment for Intelligent Transportation Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2011

Uncertainty-Robust Design of Interval Type-2 Fuzzy Logic Controller for Delta Parallel Robot.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2011

FuSnap: Fuzzy Control of Logical Volume Snapshot Replication for Disk Arrays.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2011

Fuzzy Force-Feedback Augmentation for Manual Control of Multirobot System.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2011

Self-Organizing Fuzzy Haptic Teleoperation of Mobile Robot Using Sparse Sonar Data.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2011

Extended Virtual Spring Mesh (EVSM): The Distributed Self-Organizing Mobile Ad Hoc Network for Area Exploration.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2011

Interval Type-2 fuzzy voter design for fault tolerant systems.

[BibT_eX]

[DOI]

Inf. Sci., 2011

Uncertainty modeling for interval Type-2 Fuzzy Logic Systems based on sensor characteristics.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Advances in Type-2 Fuzzy Logic Systems, 2011

CAVE-SOM: Immersive visual data mining using 3D Self-Organizing Maps.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A hardware suitable Integrated Neural System for Autonomous Vehicles - Road Structuring and Path Tracking.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Centroid density of interval type-2 fuzzy sets: Comparing stochastic and deterministic defuzzification.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2011, 2011

Autonomous rule creation for intrusion detection.

[BibT_eX]

[DOI]

Jim Alves-Foss

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Cyber Security, 2011

Fuzzy logic based anomaly detection for embedded network security cyber sensor.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Cyber Security, 2011

2010

Neural network architecture selection analysis with application to cryptography location.

[BibT_eX]

[DOI]

Jason L. Wright

Proceedings of the International Joint Conference on Neural Networks, 2010

Importance sampling based defuzzification for general type-2 fuzzy sets.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Neural Network based Intrusion Detection System for critical infrastructures.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

GNG-SVM framework - classifying large datasets with Support Vector Machines using Growing Neural Gas.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Neural Network Approach to Locating Cryptography in Object Code.

[BibT_eX]

[DOI]

Jason L. Wright

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

Neural Network Real Time Video Processor for Early Aircraft Detection.

[BibT_eX]

[DOI]

Gregory Hauser

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

2008

A Novel Virtual Reality Robot Interface for Isoglide3 Parallel Robot.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications, First International Conference, 2008

Descending Deviation Optimization techniques for scheduling problems.

[BibT_eX]

[DOI]

Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008

DSTiPE algorithm for fuzzy spatio-temporal risk calculation in wireless environments.

[BibT_eX]

[DOI]

Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008

Fuzzy Control of a 3 Degree of Freedom Parallel Robot.

[BibT_eX]

[DOI]

Proceedings of the Technological Developments in Education and Automation, 2008

Contextual Data Rule Generation For Autonomous Vehicle Control.

[BibT_eX]

[DOI]

Sergiu-Dan Stan

Proceedings of the Innovations and Advances in Computer Sciences and Engineering, 2008

2007

Interdependency modeling and emergency response.

[BibT_eX]

[DOI]

Donald D. Dudenhoeffer

Proceedings of the 2007 Summer Computer Simulation Conference, 2007

Predictive E-Mail Server Performability Analysis Based on Fuzzy Arithmetic.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Fuzzy control of sparing in disk arrays.

[BibT_eX]

[DOI]

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

Intelligent control in automation based on wireless traffic analysis.

[BibT_eX]

[DOI]

Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2007

2006

CIMS: a framework for infrastructure interdependency modeling and analysis.

[BibT_eX]

[DOI]

Donald D. Dudenhoeffer

May R. Permann