Tony Jan

According to our database, Tony Jan authored at least 53 papers between 1999 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2025

Survey on Federated Learning for Intrusion Detection System: Concept, Architectures, Aggregation Strategies, Challenges, and Future Directions.

Ansam Khraisat, Ammar Alazab, Sarabjot Singh, Tony Jan, Alfredo Gomez Jr.

ACM Comput. Surv., January, 2025

2024

HybOff: a Hybrid Offloading approach to improve load balancing in fog environments.

Hamza Sulimani, Rahaf Sulimani, Fahimeh Ramezani, Mohsen Naderpour, Huan Huo, Tony Jan, Mukesh Prasad

J. Cloud Comput., December, 2024

Recent Innovations in Footwear and the Role of Smart Footwear in Healthcare - A Survey.

Pradyumna G. R., Roopa B. Hegde, Bommegowda K. Basavarajappa, Anil Kumar Bhat, Amit N. Pujari, Gaetano D. Gargiulo, Upul Gunawardana, Tony Jan, Ganesh R. Naik

Sensors, July, 2024

Watch the Skies: A Study on Drone Attack Vectors, Forensic Approaches, and Persisting Security Challenges.

Amr Adel, Tony Jan

Future Internet, July, 2024

Unmasking Banking Fraud: Unleashing the Power of Machine Learning and Explainable AI (XAI) on Imbalanced Data.

SM Nuruzzaman Nobel, Shirin Sultana, Sondip Poul Singha, Sudipto Chaki, Md. Julkar Nayeen Mahi, Tony Jan, Alistair Barros, Md Whaiduzzaman

Inf., June, 2024

DeepChestGNN: A Comprehensive Framework for Enhanced Lung Disease Identification through Advanced Graphical Deep Features.

Shakil Rana, Md Jabed Hosen, Tasnim Jahan Tonni, Md. Awlad Hossen Rony, Kaniz Fatema, Md. Zahid Hasan, Md. Tanvir Rahman, Risala Tasin Khan, Tony Jan, Md Whaiduzzaman

Sensors, May, 2024

Image Watermarking Using Discrete Wavelet Transform and Singular Value Decomposition for Enhanced Imperceptibility and Robustness.

Mahbuba Begum, Sumaita Binte Shorif, Mohammad Shorif Uddin, Jannatul Ferdush, Tony Jan, Alistair Barros, Md Whaiduzzaman

Algorithms, 2024

Empowering Healthcare With IoMT: Evolution, Machine Learning Integration, Security, and Interoperability Challenges.

Pradyumna G. R., Roopa B. Hegde, Bommegowda K. B., Tony Jan, Ganesh R. Naik

IEEE Access, 2024

Who is Watching Whom? Military and Civilian Drone: Vision Intelligence Investigation and Recommendations.

Amr Adel, Noor H. S. Alani, Scott Thompson-Whiteside, Tony Jan

IEEE Access, 2024

2023

Reinforcement optimization for decentralized service placement policy in IoT-centric fog environment.

Hamza Sulimani, Akbar Muhammad Sajjad, Wael Y. Alghamdi, Omprakash Kaiwartya, Tony Jan, Simeon Simoff, Mukesh Prasad

Trans. Emerg. Telecommun. Technol., November, 2023

Quantum Machine Learning for Security Assessment in the Internet of Medical Things (IoMT).

Anand Singh Rajawat, S. B. Goyal, Pradeep Bedi, Tony Jan, Md Whaiduzzaman, Mukesh Prasad

Future Internet, 2023

Ensemble Transfer Learning for Distinguishing Cognitively Normal and Mild Cognitive Impairment Patients Using MRI.

Pratham Grover, Kunal Chaturvedi, Xing Zi, Amit Saxena, Shiv Prakash, Tony Jan, Mukesh Prasad

Algorithms, 2023

Deep Learning-Based Classification of Neurodegenerative Diseases Using Gait Dataset: A Comparative Study.

Zeyang Zhou, Ayush Kanwal, Kunal Chaturvedi, Rehan Raza, Shiv Prakash, Tony Jan, Mukesh Prasad

Proceedings of the International Conference on Robotics, Control and Vision Engineering, 2023

2022

Learning Analytics for Improved Course Delivery: Applications and Techniques.

Tich Phuoc Tran, Tony Jan, Si Na Kew

Proceedings of the 6th International Conference on Digital Technology in Education, 2022

Alcoholic EEG Data Classification Using Weighted Graph-Based Technique.

Supriya, Tony Jan, Nandini Sidnal, Scott Thompson-Whiteside

Proceedings of the Health Information Science - 11th International Conference, 2022

2021

Remote Sensing Imagery Segmentation: A Hybrid Approach.

Shreya Pare, Himanshu Mittal, Mohammad Sajid, Jagdish Chand Bansal, Amit Saxena, Tony Jan, Witold Pedrycz, Mukesh Prasad

Remote. Sens., 2021

Sustainability of Load Balancing Techniques in Fog Computing Environment: Review.

Hamza Sulimani, Wael Y. Alghamdi, Tony Jan, Gnana Bharathy, Mukesh Prasad

Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021

2020

Determining the Optimal Restricted Driving Zone Using Genetic Algorithm in a Smart City.

Pegah Azami, Tony Jan, Saeid Iranmanesh, Omid Ameri Sianaki, Shiva Hajiebrahimi

Sensors, 2020

Novel DTN Mobility-Driven Routing in Autonomous Drone Logistics Networks.

Saeid Iranmanesh, Raad Raad, Muhammad Salman Raheel, Faisel E. M. Tubbal, Tony Jan

IEEE Access, 2020

Identification and Classification of Cyberbullying Posts: A Recurrent Neural Network Approach Using Under-Sampling and Class Weighting.

Ayush Agarwal, Aneesh Sreevallabh Chivukula, Monowar H. Bhuyan, Tony Jan, Bhuva Narayan, Mukesh Prasad

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Visualization Approach for Malware Classification with ResNeXt.

Jin Ho Go, Tony Jan, Manoranjan Mohanty, Om Prakash Patel, Deepak Puthal, Mukesh Prasad

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

Ensemble of Semi-Parametric Models for IoT Fog Modeling.

Tony Jan, Saeid Iranmanesh, A. S. M. Sajeev

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Big Data Analytics for Electricity Price Forecast.

Ashkan Yousefi, Omid Ameri Sianaki, Tony Jan

Proceedings of the Web, Artificial Intelligence and Network Applications, 2019

2018

Boosted Probabilistic Neural Network for IoT Data Classification.

Tony Jan, A. S. M. Sajeev

Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

Ensemble of Semi-Supervised Models for IoT Resource Scheduling and Sharing.

Tony Jan

Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

Ada-Boosted Locally Enhanced Probabilistic Neural Network for IoT Intrusion Detection.

Tony Jan

Proceedings of the Complex, Intelligent, and Software Intensive Systems, 2018

2010

VQSVM: A case study for incorporating prior domain knowledge into inductive machine learning.

Ting Yu, Simeon J. Simoff, Tony Jan

Neurocomputing, 2010

2009

A bi-modal face recognition framework integrating facial expression with facial appearance.

Pohsiang Tsai, Longbing Cao, Tom Hintz, Tony Jan

Pattern Recognit. Lett., 2009

2008

Adaptive Multiple Experts System for personal identification using facial behaviour biometrics.

Pohsiang Tsai, Tich Phuoc Tran, Tom Hintz, Tony Jan

Proceedings of the International Workshop on Multimedia Signal Processing, 2008

An evaluation of bi-modal facial appearance+facial expression face biometrics.

Pohsiang Tsai, Tich Phuoc Tran, Tom Hintz, Tony Jan

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An adjustable combination of linear regression and modified probabilistic neural network for anti-spam filtering.

Tich Phuoc Tran, Pohsiang Tsai, Tony Jan

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A Multi-expert Classification Framework with Transferable Voting for Intrusion Detection.

Tich Phuoc Tran, Pohsiang Tsai, Tony Jan

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

2007

Facial behavior as behavior biometric? an empirical study.

Pohsiang Tsai, Tom Hintz, Tony Jan

Proceedings of the IEEE International Conference on Systems, 2007

A Hierarchical VQSVM for Imbalanced Data Sets.

Ting Yu, Tony Jan, Simeon J. Simoff, John K. Debenham

Proceedings of the International Joint Conference on Neural Networks, 2007

Kernel-based Subspace Analysis for Face Recognition.

Pohsiang Tsai, Tony Jan, Tom Hintz

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Classify Unexpected News Impacts to Stock Price by Incorporating Time Series Analysis into Support Vector Machine.

Ting Yu, Tony Jan, John K. Debenham, Simeon J. Simoff

Proceedings of the International Joint Conference on Neural Networks, 2006

Boosted Modified Probabilistic Neural Network (BMPNN) for Network Intrusion Detection.

Tich Phuoc Tran, Tony Jan

Proceedings of the International Joint Conference on Neural Networks, 2006

Combine Vector Quantization and Support Vector Machine for Imbalanced Datasets.

Ting Yu, John K. Debenham, Tony Jan, Simeon J. Simoff

Proceedings of the Artificial Intelligence in Theory and Practice, 2006

A multi-expert classification framework for network misuse de tection.

Tich Phuoc Tran, Tony Jan, Andrew James Simmonds

Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005

Expression-invariant face recognition system using subspace model analysis.

Pohsiang Tsai, Tony Jan

Proceedings of the IEEE International Conference on Systems, 2005

Boat-generated acoustic target signal detection by use of an Adaptive Median CFAR and multi-frame integration algorithm.

Eric Dahai Cheng, Massimo Piccardi, Tony Jan

Proceedings of the 13th European Signal Processing Conference, 2005

Machine Learning Techniques and Use of Event Information for Stock Market Prediction: A Survey and Evaluation.

Paul D. Yoo, Maria H. Kim, Tony Jan

Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

2004

Automated classification of female facial beauty by image analysis and supervised learning.

Hatice Gunes, Massimo Piccardi, Tony Jan

Proceedings of the Visual Communications and Image Processing 2004, 2004

Efficient video object classifier using locality-enhanced support vector machines.

Tony Jan, Pohsiang Tsai, Massimo Piccardi, Tom Hintz

Proceedings of the IEEE International Conference on Systems, 2004

Comparative beauty classification for pre-surgery planning.

Hatice Gunes, Massimo Piccardi, Tony Jan

Proceedings of the IEEE International Conference on Systems, 2004

Mean-shift background image modelling.

Massimo Piccardi, Tony Jan

Proceedings of the 2004 International Conference on Image Processing, 2004

Face and Body Gesture Analysis for Multimodal HCI.

Hatice Gunes, Massimo Piccardi, Tony Jan

Proceedings of the Computer Human Interaction, 6th Asia Pacific Conference, 2004

2003

Face and Body Gesture Recognition for a Vision-Based Multimodal Analyzer.

Hatice Gunes, Massimo Piccardi, Tony Jan

Proceedings of the Visual Information Processing 2003, 2003

Neural network classifiers for automated video surveillance.

Tony Jan, Massimo Piccardi, Tom Hintz

Proceedings of the NNSP 2003, 2003

Combination of Linear and General Regression Neural Network for Robust Short Term Financial Prediction.

Tony Jan

Proceedings of the Intelligent Data Engineering and Automated Learning, 2003

Suspicious Behavior Assessment for Visual Surveillance Using Neural Network Classifiers.

Tony Jan, Massimo Piccardi, Hatice Gunes

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

Performance Evaluation of an Automated Classifier of Female Facial Beauty.

Hatice Gunes, Massimo Piccardi, Tony Jan

Proceedings of the International Conference on Imaging Science, Systems and Technology, 2003

1999

An adjustable model for linear to nonlinear regression.

Tony Jan, Anthony Zaknich

Proceedings of the International Joint Conference Neural Networks, 1999