Ayan Chatterjee

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 43

Top Topics

Human Activity Recognition

Machine Learning Models

Top Venues

Publications

Zohair Shafi, Ayan Chatterjee, Tina Eliassi-Rad
Generating Human Understandable Explanations for Node Embeddings. CoRR (2024)
Ayan Chatterjee, Robin Walters, Giulia Menichetti, Tina Eliassi-Rad
Disentangling Node Attributes from Graph Topology for Improved Generalizability in Link Prediction. CoRR (2023)
Michael A. Riegler, Vajira Thambawita, Ayan Chatterjee, Binh T. Nguyen, Steven Alexander Hicks, Vibeke Telle-Hansen, Svein Arne Pettersen, Dag Johansen, Ramesh C. Jain, Pål Halvorsen
ScopeSense: An 8.5-Month Sport, Nutrition, and Lifestyle Lifelogging Dataset. MMM (1) (2023)
Zohair Shafi, Benjamin A. Miller, Ayan Chatterjee, Tina Eliassi-Rad, Rajmonda Sulo Caceres
GRASP: Accelerating Shortest Path Attacks via Graph Attention. CoRR (2023)
Ayan Chatterjee, Qingtao Cao, Amirhossein Sajadi, Babak Ravandi
Deterministic random walk model in NetLogo and the identification of asymmetric saturation time in random graph. Appl. Netw. Sci. 8 (1) (2023)
Ayan Chatterjee, Nibedita Pahari, Andreas Prinz, Michael Riegler
AI and semantic ontology for personalized activity eCoaching in healthy lifestyle recommendations: a meta-heuristic approach. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Jon Andreas Mortensen, Martin Efremov Mollov, Ayan Chatterjee, Debasish Ghose, Frank Y. Li
Multi-Class Stress Detection Through Heart Rate Variability: A Deep Neural Network Based Study. IEEE Access 11 (2023)
Hamza Chahed, Muhammad Usman, Ayan Chatterjee, Firas Bayram, Rajat Chaudhary, Anna Brunström, Javid Taheri, Bestoun S. Ahmed, Andreas Kassler
AIDA - A holistic AI-driven networking and processing framework for industrial IoT applications. Internet Things 22 (2023)
Bodepu Sai Tirumala Naidu, Shreya Biswas, Rounak Chatterjee, Sayak Mandal, Srijan Pratihar, Ayan Chatterjee, Arnab Raha, Amitava Mukherjee, Janet Paluh
SCENIC: An Area and Energy-Efficient CNN-based Hardware Accelerator for Discernable Classification of Brain Pathologies using MRI. VLSID (2022)
Ayan Chatterjee, Andreas Prinz, Michael Riegler
Prediction Modeling in Activity eCoaching for Tailored Recommendation Generation: A Conceptualization. MeMeA (2022)
Ayan Chatterjee, Martin W. Gerdes, Pankaj Khatiwada, Andreas Prinz
SFTSDH: Applying Spring Security Framework With TSD-Based OAuth2 to Protect Microservice Architecture APIs. IEEE Access 10 (2022)
Ayan Chatterjee, Soumen Banerjee, Jaroslav Frnda, Marek Dvorsky
Planar FSS Based Dual-Band Wire Monopole Antenna for Multi-Directional Radiation With Diverse Beamwidths. IEEE Access 10 (2022)
Ayan Chatterjee, Qingtao Cao, Amirhossein Sajadi, Babak Ravandi
From NetLogo Modeling of Deterministic Random Walk to the Identification of Asymmetric Saturation Time in Random Graphs. CoRR (2022)
Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
Quality Assurance in MLOps Setting: An Industrial Perspective. CoRR (2022)
Ayan Chatterjee, Nibedita Pahari, Andreas Prinz
HL7 FHIR with SNOMED-CT to Achieve Semantic and Structural Interoperability in Personal Health Data: A Proof-of-Concept Study. Sensors 22 (10) (2022)
Ayan Chatterjee, Nibedita Pahari, Martin Gerdes, Ram Bajpai
Analyze the Effect of Healthy Behavior on Weight Change and Its Conceptual Use in Digital Behavioral Intervention. HealthCom (2022)
Ayan Chatterjee, Bestoun S. Ahmed
IoT anomaly detection methods and applications: A survey. Internet Things 19 (2022)
Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
Testing of Machine Learning Models with Limited Samples: An Industrial Vacuum Pumping Application. CoRR (2022)
Ayan Chatterjee, Bestoun S. Ahmed
IoT Anomaly Detection Methods and Applications: A Survey. CoRR (2022)
Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
Testing of machine learning models with limited samples: an industrial vacuum pumping application. ESEC/SIGSOFT FSE (2022)
Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman
Quality Assurance in MLOps Setting: An Industrial Perspective. ISE@APSEC (2022)
Ayan Chatterjee, Andreas Prinz
Applying Spring Security Framework with KeyCloak-Based OAuth2 to Protect Microservice Architecture APIs: A Case Study. Sensors 22 (5) (2022)
Ayan Chatterjee, Nibedita Pahari, Michael Riegler, Andreas Prinz
LSTM Step Prediction and Ontology-Based Recommendation Generation in Activity eCoaching. WiMob (2022)
Jayamohan Pillai C. S., Ayan Chatterjee, Geetha M., Amitava Mukherjee
MultiViz: A Gephi Plugin for Scalable Visualization of Multi-Layer Networks. CoRR (2022)
Ayan Chatterjee, Omair Shafi Ahmed, Robin Walters, Zohair Shafi, Deisy Morselli Gysi, Rose Yu, Tina Eliassi-Rad, Albert-László Barabási, Giulia Menichetti
AI-Bind: Improving Binding Predictions for Novel Protein Targets and Ligands. CoRR (2021)
Pankaj Khatiwada, Ayan Chatterjee, Matrika Subedi
Automated Human Activity Recognition by Colliding Bodies Optimization (CBO) -based Optimal Feature Selection with RNN. HPCC/DSS/SmartCity/DependSys (2021)
Surajit Kundu, Ayan Chatterjee
Sharp Triple-Notched Ultra Wideband Antenna with Gain Augmentation Using FSS for Ground Penetrating Radar. Wirel. Pers. Commun. 117 (2) (2021)
Saptarshi Pal, Ayan Chatterjee, Dripto Bakshi, Amitava Mukherjee
Link Capacity Distributions and Optimal Capacities for Competent Network Performance. CoRR (2020)
Ayan Chatterjee, Ali Shahaab, Martin W. Gerdes, Santiago G. Martinez, Pankaj Khatiwada
Leveraging Technology for Healthcare and Retaining Access to Personal Health Data to Enhance Personal Health and Well-being. CoRR (2020)
Ayan Chatterjee, Martin W. Gerdes, Santiago G. Martinez
Identification of Risk Factors Associated with Obesity and Overweight - A Machine Learning Overview. Sensors 20 (9) (2020)
Ayan Chatterjee, Martin W. Gerdes, Santiago G. Martinez
Development of a Smart e-Coach Recommendation System for Obesity. MIE (2020)
Pankaj Khatiwada, Hari Bhusal, Ayan Chatterjee, Martin W. Gerdes
A Proposed Access Control-Based Privacy Preservation Model to Share Healthcare Data in Cloud. WiMob (2020)
Ayan Chatterjee, Martin W. Gerdes, Santiago G. Martinez
Statistical Explorations and Univariate Timeseries Analysis on COVID-19 Datasets to Understand the Trend of Disease Spreading and Death. Sensors 20 (11) (2020)
Ayan Chatterjee, Martin W. Gerdes, Andreas Prinz, Santiago Martinez
A Statistical Study to Analyze the Impact of External Weather Change on Chronic Pulmonary Infection in South Norway with Machine Learning Algorithms. INTAP (2020)
Pankaj Khatiwada, Hari Bhusal, Ayan Chatterjee, Martin W. Gerdes
A Proposed Access Control-Based Privacy Preservation Model to Share Healthcare Data in Cloud. CoRR (2020)
Pankaj Khatiwada, Matrika Subedi, Ayan Chatterjee, Martin Wulf Gerdes
Automated Human Activity Recognition by Colliding Bodies Optimization-based Optimal Feature Selection with Recurrent Neural Network. CoRR (2020)
Ayan Chatterjee, Peter W. T. Yuen
Rapid Estimation of Orthogonal Matching Pursuit Representation. IGARSS (2020)
Mengjia Ding, Peter W. T. Yuen, Jonathan Piper, Peter Godfree, Ayan Chatterjee, Usman Zahidi, Senthurran Selvagumar, David James, Mark A. Richardson
Design of a Tunable Snapshot Multispectral Imaging System through Ray Tracing Simulation. J. Imaging 5 (1) (2019)
Usman Zahidi, Ayan Chatterjee, Peter W. T. Yuen
A Radiative Transfer Model-Based Multi-Layered Regression Learning to Estimate Shadow Map in Hyperspectral Images. Mach. Learn. Knowl. Extr. 1 (3) (2019)
Ayan Chatterjee, Peter W. T. Yuen
Endmember Learning with K-Means through SCD Model in Hyperspectral Scene Reconstructions. J. Imaging 5 (11) (2019)
Ayan Chatterjee, Martin W. Gerdes, Santiago G. Martinez
eHealth Initiatives for The Promotion of Healthy Lifestyle and Allied Implementation Difficulties. WiMob (2019)
Richa Mishra, Bidhan Pramanick, Ayan Chatterjee, Tapas K. Maiti, T. K. Bhattacharyya
Fabrication of C-MEMS Derived 3-Dimensional Glassy Carbon Microelectrodes for Neural Sensing and Stimulation. IEEE SENSORS (2018)
Ayan Chatterjee, Amitava Chakraborty, Saptarshi Pal, Amitava Mukherjee, Mrinal K. Naskar
Non-autonomous dynamic network model involving growth and decay. ANTS (2016)
Amitava Mukherjee, Bitan Bandyopadhyay, Debayan Das, Ayan Chatterjee, Sk Jahid Ahmed, Mrinal K. Naskar
Markov chain based analysis of IEEE 802.15.6 MAC protocol in real life scenario. BODYNETS (2014)
Debayan Das, Ayan Chatterjee, Nabamita Pal, Amitava Mukherjee, Mrinal Kanti Naskar
A Degree-first Greedy Search Algorithm for the Evaluation of Structural Controllability of Real World Directed Complex Networks. Netw. Protoc. Algorithms 6 (1) (2014)
Ayan Chatterjee, Debayan Das, Mrinal K. Naskar, Nabamita Pal, Amitava Mukherjee
Heuristic for maximum matching in directed complex networks. ICACCI (2013)