Ayan Banerjee

Orcid: 0000-0001-6529-1644

Affiliations:
  • Arizona State University, Tempe, AZ, USA


According to our database1, Ayan Banerjee authored at least 93 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
The Expert Knowledge combined with AI outperforms AI Alone in Seizure Onset Zone Localization using resting state fMRI.
CoRR, 2023

Detection of Unknown-Unknowns in Cyber-Physical Systems using Statistical Conformance with Physics Guided Process Models.
CoRR, 2023

Transfer: Cross Modality Knowledge Transfer using Adversarial Networks - A Study on Gesture Recognition.
CoRR, 2023

Merging Deep Learning with Expert Knowledge for Seizure Onset Zone localization from rs-fMRI in Pediatric Pharmaco Resistant Epilepsy.
CoRR, 2023

EdGCon: Auto-assigner of Iconicity Ratings Grounded by Lexical Properties to Aid in Generation of Technical Gestures.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

High Fidelity Fast Simulation of Human in the Loop Human in the Plant (HIL-HIP) systems.
Proceedings of the Int'l ACM Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2023

Detection of Unknown-Unknowns in Human-in-Loop Human-in-Plant Systems Using Physics Guided Process Models.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Formal Adversarial Analysis of Machine Learning based Cyber Physical Authentication Systems.
Proceedings of the IEEE Military Communications Conference, 2022

CyPhyTest: Cyber Physical Interaction Aware Test Case Generation to Identify Operational Changes.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Quantifying Semantic Congruence to Aid in Technical Gesture Generation in Computing Education.
Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners' and Doctoral Consortium, 2022

2021
Operational Data-Driven Feedback for Safety Evaluation of Agent-Based Cyber-Physical Systems.
IEEE Trans. Ind. Informatics, 2021

Certification Game for the Safety Analysis of AI-Based CPS.
Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops, 2021

Socio-technical co-Design for Accountable Autonomous Software.
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021

FaultEx: Explaining operational changes in terms of design variables in CPS control code.
Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

Engendering Trust in Automated Feedback: A Two Step Comparison of Feedbacks in Gesture Based Learning.
Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020
A System-Driven Taxonomy of Attacks and Defenses in Adversarial Machine Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

Hand hygiene compliance checking system with explainable feedback.
Proceedings of the WearSys@MobiSys 2020: Proceedings of the 6th ACM Workshop on Wearable Systems and Applications, 2020

On evaluating the effects of feedback for Sign language learning using Explainable AI.
Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Machine Learning Based Predictive Models in Mobile Platforms Using CPU-GPU.
Proceedings of the 7th International Conference on Internet of Things: Systems, 2020

Concept Embedding through Canonical Forms: A Case Study on Zero-Shot ASL Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Non-linear Analysis for Operational Safety Verification of Cyber Physical Systems.
Proceedings of the IEEE Conference on Industrial Cyberphysical Systems, 2020

AI Enabled Tutor for Accessible Training.
Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

Toward Operational Safety Verification of AI-Enabled CPS (Student Abstract).
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Toward Operational Safety Verification Via Hybrid Automata Mining Using I/O Traces of AI-Enabled CPS.
Proceedings of the Workshop on Artificial Intelligence Safety, 2020

2019
ContextAiDe: End-to-End Architecture for Mobile Crowd-sensing Applications.
ACM Trans. Internet Techn., 2019

A Comparison of Techniques for Sign Language Alphabet Recognition Using Armband Wearables.
ACM Trans. Interact. Intell. Syst., 2019

A User-adaptive Modeling for Eating Action Identification from Wristband Time Series.
ACM Trans. Interact. Intell. Syst., 2019

Learn2Sign: Explainable AI for Sign Language Learning.
Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

DAVEE: A Deaf Accessible Virtual Environment for Education.
Proceedings of the 2019 ACM SIGCHI Conference on Creativity and Cognition, 2019

An Analytical Framework for Security-Tuning of Artificial Intelligence Applications Under Attack.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

Generation of Movement Explanations for Testing Gesture Based Co-Operative Learning Applications.
Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

Bradycardia Prediction in Preterm Infants Using Nonparametric Kernel Density Estimation.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Expert Guided Rule Based Prioritization of Scientifically Relevant Images for Downlinking over Limited Bandwidth from Planetary Orbiters.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Middleware for Fog and Edge Computing: Design Issues.
Proceedings of the Fog and Edge Computing, 2019

2018
Time-Varying Modeling of Land Cover Change Dynamics Due to Forest Fires.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

IDEA: Instant Detection of Eating Action using Wrist-Worn Sensors in Absence of User-Specific Model.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

Co-simulation of Physical Model and Self-Adaptive Predictive Controller Using Hybrid Automata.
Proceedings of the Software Technologies: Applications and Foundations, 2018

HyMn: Mining linear hybrid automata from input output traces of cyber-physical systems.
Proceedings of the IEEE Industrial Cyber-Physical Systems, 2018

2017
A cyber-physical approach to trustworthy operation of health monitoring systems.
Proceedings of the 2017 IEEE SmartWorld, 2017

Systematic analysis of liveness detection methods in biometrie security systems.
Proceedings of the 2017 IEEE SmartWorld, 2017

A novel spoofing attack against electroencephalogram-based security systems.
Proceedings of the 2017 IEEE SmartWorld, 2017

Enabling real-time internet-of-people "4D" mobile applications.
Proceedings of the 2017 IEEE SmartWorld, 2017

DyFAV: Dynamic Feature Selection and Voting for Real-time Recognition of Fingerspelled Alphabet using Wearables.
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

Challenges and trade-offs of a cloud hosted phasor measurement unit-based linear state estimator.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

Estimation of dynamic parameters of MODIS NDVI time series nonlinear model using particle filtering.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Performance and Security Strength Trade-Off in Machine Learning Based Biometric Authentication Systems.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Geometrical Analysis of Machine Learning Security in Biometric Authentication Systems.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

FIT-EVE&ADAM: Estimation of Velocity & Energy for Automated Diet Activity Monitoring.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Model Guided Deep Learning Approach Towards Prediction of Physical System Behavior.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Permanency analysis on human electroencephalogram signals for pervasive Brain-Computer Interface systems.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
SafeDrive: An autonomous driver safety application in aware cities.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

MT-diet demo: Demonstration of automated smartphone based diet assessment system.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

MT-Diet: Automated smartphone based diet assessment with infrared images.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communications, 2016

Rapid evidence-based development of mobile medical IoT apps.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

SCEPTRE: A Pervasive, Non-Invasive, and Programmable Gesture Recognition Technology.
Proceedings of the 21st International Conference on Intelligent User Interfaces, 2016

Toward Parametric Security Analysis of Machine Learning Based Cyber Forensic Biometric Systems.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

Optimization of Brain Mobile Interface Applications Using IoT.
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

Poster Abstract: ContextMete: Context Optimized Peer Offload Architecture for Distributed Mobile Applications.
Proceedings of the IEEE/ACM Symposium on Edge Computing, 2016

2015
Analysis of Smart Mobile Applications for Healthcare under Dynamic Context Changes.
IEEE Trans. Mob. Comput., 2015

Clinical evaluation of generative model based monitoring and comparison with compressive sensing.
Proceedings of the conference on Wireless Health, 2015

E-BIAS: A Pervasive EEG-Based Identification and Authentication System.
Proceedings of the 11th ACM Symposium on QoS and Security for Wireless and Mobile Networks, 2015

Enabling Real-Time Collaborative Brain-Mobile Interactive Applications on Volunteer Mobile Devices.
Proceedings of the 2nd International Workshop on Hot Topics in Wireless, 2015

2014
GDCSim: A simulator for green data center design and analysis.
ACM Trans. Model. Comput. Simul., 2014

Model based code generation for medical cyber physical systems.
Proceedings of the 1st Workshop on Mobile Medical Applications, 2014

Performance evaluation of multi core systems for high throughput medical applications involving model predictive control.
Proceedings of the 21st International Conference on High Performance Computing, 2014

Optimal Design for Symbiotic Wearable Wireless Sensors.
Proceedings of the 2014 11th International Conference on Wearable and Implantable Body Sensor Networks, 2014

2013
Evolutionary Green Computing Solutions for Distributed Cyber Physical Systems.
Proceedings of the Evolutionary Based Solutions for Green Computing, 2013

bHealthy: a physiological feedback-based mobile wellness application suite.
Proceedings of the Wireless Health 2013, 2013

PEES: physiology-based end-to-end security for mHealth.
Proceedings of the Wireless Health 2013, 2013

Spatio-temporal hybrid automata for safe cyber-physical systems: a medical case study.
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems (with CPS Week 2013), 2013

Effects of phase imbalance on data center energy management.
Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

Multi-tier energy buffering management for IDCs with heterogeneous energy storage devices.
Proceedings of the 20th Annual International Conference on High Performance Computing, 2013

Protect your BSN: No Handshakes, just Namaste!
Proceedings of the 2013 IEEE International Conference on Body Sensor Networks, 2013

2012
BAND-AiDe: A Tool for Cyber-Physical Oriented Analysis and Design of Body Area Networks and Devices.
ACM Trans. Embed. Comput. Syst., 2012

Ensuring Safety, Security, and Sustainability of Mission-Critical Cyber-Physical Systems.
Proc. IEEE, 2012

Model-based wireless health system design tool.
Proceedings of the Wireless Health 2012, 2012

Your mobility can be injurious to your health: Analyzing pervasive health monitoring systems under dynamic context changes.
Proceedings of the 2012 IEEE International Conference on Pervasive Computing and Communications, 2012

Health-Dev: Model Based Development Pervasive Health Monitoring Systems.
Proceedings of the 2012 Ninth International Conference on Wearable and Implantable Body Sensor Networks, 2012

2011
Research directions in energy-sustainable cyber-physical systems.
Sustain. Comput. Informatics Syst., 2011

Integrating cooling awareness with thermal aware workload placement for HPC data centers.
Sustain. Comput. Informatics Syst., 2011

Resource-efficient and reliable long term wireless monitoring of the photoplethysmographic signal.
Proceedings of Wireless Health 2011, 2011

Energy-efficient long term physiological monitoring.
Proceedings of Wireless Health 2011, 2011

Towards modeling and analysis of cyber-physical medical systems.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011

GDCSim: A tool for analyzing Green Data Center design and resource management techniques.
Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

GeM-REM: Generative Model-Driven Resource Efficient ECG Monitoring in Body Sensor Networks.
Proceedings of the International Conference on Body Sensor Networks, 2011

2010
PSKA: usable and secure key agreement scheme for body area networks.
IEEE Trans. Inf. Technol. Biomed., 2010

Model-driven coordinated management of data centers.
Comput. Networks, 2010

Evaluation of body sensor network platforms: a design space and benchmarking analysis.
Proceedings of Wireless Health 2010, 2010

Cooling-aware and thermal-aware workload placement for green HPC data centers.
Proceedings of the International Green Computing Conference 2010, 2010

2009
Spatio-temporal thermal-aware job scheduling to minimize energy consumption in virtualized heterogeneous data centers.
Comput. Networks, 2009

Energy Efficiency of Thermal-Aware Job Scheduling Algorithms under Various Cooling Models.
Proceedings of the Contemporary Computing - Second International Conference, 2009

Green and Sustainable Cyber-Physical Security Solutions for Body Area Networks.
Proceedings of the Sixth International Workshop on Wearable and Implantable Body Sensor Networks, 2009

Challenges of implementing cyber-physical security solutions in body area networks.
Proceedings of the 4th International ICST Conference on Body Area Networks, 2009


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