Biography

Dr W Wilfred Godfrey received his Bachelors in Computer Science and Engineering from Manonmanium Sundaranar University (Tamil Nadu) in 2002, Masters in Computer Science and Engineering from Govt. College of Technology Coimbatore in 2004, PhD in Computer Science and Engineering from Indian Institute of Technology Guwahati in the year 2012. Dr W Wilfred Godfrey worked as a Team Lead at Samsung India Softwre Centre, Noida. Currently, a full time faculty at ABV-Indian Institute of Information Technology & Management Gwalior, MP, India. His research interests are AI-Robotics, Embedded Systems, Computer Vision, Machine Learning and Multi Agent Systems.  Dr. Godfrey (Senior Member of IEEE) is a reviewer for several leading Journals in the areas of medical image processing and robotics.

URL : https://sites.google.com/site/drwilfredgodfrey/

Scopus Author ID : 24766038200

Orcid ID : orcid.org/0000-0002-0720-2647

Reach me at

Office D-201, ABV-Indian Institute of Information Technology & Management Gwalior.

Telephone: +91-751-2449835 (Office), 9425726219 (Mobile)

Email : godfrey@iiitm.ac.in, godwil@gmail.com

Teaching Interests

Network Science, Network Optimisation, Theory of Computation, Machine Learning, Robotics, Compiler Design

Research Interests

• Computer Vision & Medical Imaging
• AI- Machine Learning for Robotics, Learning analytics
• Mobile Agents

 Patents 

• Indian patent, System and Method for detecting lung nodules and identifying lung nodules from 3D CT, 202121056412, R. Jenkin Suji, W. Wilfred Godfrey and Joydip Dhar.
• Indian patent, A Technique for Synchronizing task execution by a set of Nodes,  Shivashankar B.Nair, Shashi Shekar Jha and W.Wilfred Godfrey. (Granted)
• Indian patent, Mobile Agent based IoT, Shivashankar B.Nair, W.Wilfred Godfrey, and Shashi Shekar Jha. (Granted)

 Funded Research Projects

1. Development of Device for fostering classroom interactivity (Completed - Principal Investigator), Funded by Technology and Incubation Centre, ABV-IIITM Gwalior.
2. Development of a head Gesture controlled powee wheelchair for elderly and disabled (Completed - Co-Investigator) , Funded by Technology and Incubation Centre, ABV-IIITM Gwalior. 
3. Cognitive Radio Approach for next generation energy efficient wireless networks. DeITY, New Delhi.
4. Industrial and Domestic monitoring and control using a decentralized cyber-physical system. (Co-Investigator), Funded by Science & Engineering Research Board (SERB), DST, Government of India.
5. Agent based spatial modeling of covid-19 pandemic for urban areas .(Principal Investigator) (MATRICS Short-term special call on COVID-19), Funded by Science & Engineering Research Board (SERB), DST, Government of India.
6.  IOT Based Smart Device to Implement Gesture Keyboard in the light of COVID-19 Disease. (Co-Investigator), Funded by Technology and Incubation Centre, ABV-IIITM Gwalior. 
7. Develop an AI/ML model which can access the quality of wood logs, Consultancy project with Treekisan (Tribmoon Agroforestry Private limited)

PhD Thesis Supervision  (Awarded) 

• Scholar: Upma Jain , Title of thesis: Multi-Robot Target Searching in an Unknown Environment using Nature Inspired Algorithm. (Presently serving as Assistant Professor at MNIT, Allahabad)
•  Scholar: Ram Kishan Dewangan, Title of the thesis : Priority-based Multi-robot and Multi-UAV Path Planning using Nature-Inspired Algorithms. (Presently serving as Assistant Professor at Thappar University, Patiala, Punjab)
• Scholar : Shweta Rajoria, Title of the thesis : Performance Analysis of Massive MIMO Enabled Heterogeneous Network with Wireless Backhauling.
• Scholar : Priyanka Verma , Title of the thesis : A Study on the Effects of DDoS Attack on Cloud   Environment and Reduction of Collateral Damages to Non-Targets Serving as Assistant Professor at MANIT, Bhopal and presently serving a Marie Skłodowska-Curie fellow in the CONFIRM centre at Data Science Institute, National University of Ireland Galway, Ireland.

Current PhD Students

1. Pooja Mishra (Aug 2018 – Continuing,Co-Supervisor Dr.Nitesh Kumar) Area of Research: Research Isues in Hybrid Software Defined Networking
2. Pankaj Gugnani (Feb 2022 - Continuing, Co-Supervisor Dr. Debanjan Sadhya) Area of Research : Block Chain and its Applications

Thesis Supervision  M.Tech – 50  B.Tech - 15

Journal Publications

Summary

2023

1. Suji, R.J., Bhadauria, S.S. and Godfrey, W.W., 2023. A survey and taxonomy of 2.5 D approaches for lung segmentation and nodule detection in CT images. Computers in Biology and Medicine, p.107437. (SCI IF : 7.7, SJR : Q1)
2. Suji, R.J., Godfrey, W.W. and Dhar, J., 2023. Exploring pretrained encoders for lung nodule segmentation task using LIDC-IDRI dataset. Multimedia Tools and Applications (Accepted). (SCI IF : 3.6, SJR : Q1)
3. Suji, R.J., Bhadauria, S.S., Godfrey, W.W. and Dhar, J., 2023. On using a Particle Image Velocimetry based approach for candidate nodule detection. Multimedia Tools and Applications, pp.1-18.(SCI IF : 3.6, SJR : Q1)

2022

1. Sharma, P., Wilfred Godfrey, W. and Trivedi, A., 2022. When blockchain meets IoT: a comparison of the performance of communication protocols in a decentralized identity solution for IoT using blockchain. Cluster Computing, pp.1-16. (SCI IF : 4.4, SJR : Q2)
2. Rajoria, S., Trivedi, A. and Godfrey, W.W., 2022. Energy efficiency optimization for MM-NOMA heterogeneous network with wireless backhauling and energy harvesting. AEU-International Journal of Electronics and Communications, p.154477.(SCI IF : 3.169, SJR : Q2)
3. Dixit, A., Trivedi, A. and Godfrey, W.W., 2022. A survey of cyber attacks on blockchain based IoT systems for industry 4.0. IET Blockchain.
4. Suji, R.J., Godfrey, W.W. and Dhar, J., 2022. Border to border distance based lung parenchyma segmentation including juxta-pleural nodules. Multimedia Tools and Applications, pp.1-23. (SCI IF : 3.6, SJR : Q1)
5. Mishra, P., Kumar, N. and Godfrey, W.W., 2022. An evolutionary computing‐based energy‐efficient solution for IoT‐enabled software‐defined sensor network architecture. International Journal of Communication Systems, 35(8), p.e5111. (SCI IF : 2.047, SJR : Q2)

2021

1. Rajoria, S., Trivedi, A. and Godfrey, W.W., 2021. Energy Efficiency Optimization for Massive MIMO Backhaul Networks with Imperfect CSI and Full Duplex Small Cells. Wireless Personal Communications, pp.1-22. (SCI IF:1.67, SJR : Q2)
2. Rajoria, S., Trivedi, A. and Godfrey, W.W., 2021. Sum-Rate Optimization for NOMA Based Two-Tier Hetnets with Massive MIMO Enabled Wireless Backhauling. AEU-International Journal of Electronics and Communications, p.153626.(SCI IF: 3.183, SJR : Q2)
3. Verma, P., Tapaswi, S. and Godfrey, W.W., 2021. A request aware module using CS-IDR to reduce VM level collateral damages caused by DDoS attack in cloud environment. Cluster Computing, pp.1-17. (SCI IF: 1.809, SJR : Q2)
4. Verma, P., Tapaswi, S. and Godfrey, W.W., 2021. A service governance and isolation based approach to mitigate internal collateral damages in cloud caused by DDoS attack. Wireless Networks, 27(4), pp.2529-2548.(SCI IF: 2.602, SJR : Q2)

2020

1. Verma, P., Tapaswi, S. and Godfrey, W.W., 2020. AVDR: A Framework for Migration Policy to Handle DDoS Attacked VM in Cloud. Wireless Personal Communications, 115(2), pp.1335-1361. (SCI IF: 1.671, SJR : Q2)
2. Suji, R.J., Bhadouria, S.S., Dhar, J. and Godfrey, W.W., 2020. Optical Flow Methods for Lung Nodule Segmentation on LIDC-IDRI Images. Journal of Digital Imaging, 33(5), pp.1306-1324. (SCI IF :4.056, SJR : Q1)
3. Verma, P., Tapaswi, S. and Godfrey, W.W., 2021. An Impact Analysis and Detection of HTTP Flooding Attack in Cloud Using Bio-Inspired Clustering Approach. International Journal of Swarm Intelligence Research (IJSIR), 12(1), pp.29-49. (Scopus and ESCI indexed)
4. Jain, U., Tiwari, R. and Godfrey, W.W., 2020. A hybrid EVSA approach in clustered search space with ad-hoc partitioning for multi-robot searching. Evolutionary Intelligence, pp.1-20. (SCI IF : 4.846, SJR : Q2)
5. Jenkin Suji, R., Bhadouria, S.S. and Wilfred Godfrey, W., 2020. Effect of Thresholding Using Groundtruth Pixel Intensities on Lung Image Database Consortium-Image Database Resource Initiative Lung Cancer Dataset. Journal of Computational and Theoretical Nanoscience, 17(1), pp.141-146. (Scopus Indexed)
6.  Rajoria, S., Trivedi, A. and Godfrey, W.W., 2020. Performance analysis of two tier HetNets with massive MIMO enabled wireless backhauling. Wireless Networks, 26(2), pp.1459-1472. (SCI IF : 2.602, SJR : Q2)
7. Dewangan, R.K., Shukla, A. and Godfrey, W.W., 2020. A solution for priority-based multi-robot path planning problem with obstacles using ant lion optimization. Modern Physics Letters B, 34(13), p.2050137.(SCI IF : 1.668, SJR : Q3)
8. Verma, P., Tapaswi, S. and Godfrey, W.W., 2020. An Adaptive Threshold-Based Attribute Selection to Classify Requests Under DDoS Attack in Cloud-Based Systems. Arabian Journal for Science and Engineering, 45(4), pp.2813-2834. (SCI IF :2.334, SJR : Q1)

2019

1. Jain, U., Tiwari, R. and Godfrey, W.W., 2019. Multiple odor source localization using diverse-PSO and group-based strategies in an unknown environment. Journal of Computational Science, 34, pp.33-47. (SCI IF : 3.976, SJR : Q1)
2. Dewangan, R.K., Shukla, A. and Godfrey, W.W., 2019. Three dimensional path planning using Grey wolf optimizer for UAVs. Applied Intelligence, 49(6), pp.2201-2217. (SCI, IF = 5.086, SJR : Q2)

2018

1. Rajoria, S., Trivedi, A. and Godfrey, W.W., 2018. A comprehensive survey: Small cell meets massive MIMO. Physical communication, 26, pp.40-49. (SCI IF= 1.810, SJR : Q2)

 2017

1. Jain, U., Godfrey, W. W., Tiwari, R. (2017),” A Hybridization of Gravitational Search Algorithm and Particle Swarm Optimization for Odor Source Localization.”, International Journal of Robotics Applications and Technologies (IJRAT), 5(1), 20-33.

2014 

1. ShashiShekharJha, W. W. Godfrey and Shivashankar B. Nair, Stigmergy based Synchronization of a Sequence of Tasks in a Network of Asynchronous Nodes , Cybernetics & Systems: An International Journal,2014, Vol. 45, Issue 5, pp. 373-406, Taylor & Francis Publn. (SCI IF = 1.433, SJR : Q2)
2. W. Godfrey, ShashiShekharJha and Shivashankar B. Nair, On Stigmergically Controlling a Population of Heterogeneous Mobile Agents Using Cloning Resource, Transactions on Computational Collective Intelligence XIV, Lecture Notes in Computer Science, 2014, pp. 49-70, Springer.

2011 

1. Nair, W.Wilfred Godfrey, On Realizing a Multi-Agent Emotion Engine, International Journal of Synthetic Emotions, IGI-Global Publishers, 2(2), pp.1-27, July-December 2011.
2. WilfredGodfrey,ShivashankarB.Nair, A Bio-inspired Technique for Servicing Networked Robots, International Journal of Rapid Manufacturing, Inderscience Enterprises Ltd.,2(4),  pp. 258-279, 2011.

 Conference Publications

2023

1. Rahul Rathnam and W. Wilfred Godfrey, "Data Driven Approach for Inverse Kinematics in 2D and 3D", In 2023 IEEE 7th Conference on Information and Communication Technology (CICT) (Accepted) IEEE.
2. Abhinav Ratna and W. Wilfred Godfrey, "Enhancing Text-To-Video Generation"2nd International Conference on Computer Vision and Machine Intelligence (CVMI-2023), 10-11 December 2023 • IIITM Gwalior, INDIA (Accepted) IEEE.

2022

1. Suji, R.J., Godfrey, W.W. and Dhar, 2022, December. Effect of Particle Image Velocimetry processing on CT Dicom images in a deep learning based pipeline for lung nodule segmentation✱. In Proceedings of the Thirteenth Indian Conference on Computer Vision, Graphics and Image Processing (pp. 1-8).
2. Dixit, A., Trivedi, A. and Godfrey, W.W., 2022, November. IoT and Machine Learning based Peer to Peer Framework for Employee Attendance System using Blockchain. In 2022 International Conference on Augmented Intelligence and Sustainable Systems (ICAISS) (pp. 1088-1093). IEEE.
3. Mishra, P., Godfrey, W.W. and Kumar, N., 2022, November. Fault-tolerance Aware Green Computing Scheme in Software-Defined Vehicular Social Network. In 2022 IEEE 6th Conference on Information and Communication Technology (CICT) (pp. 1-6). IEEE.
4. Veerubhotla, K.V and Godfrey, W.W., 2022, November. Origin Destination Traffic Matrix Prediction in Networks using Recurrent Layer Algorithms. In 2022 IEEE 6th Conference on Information and Communication Technology (CICT) (pp. 1-5). IEEE.
5. Gugnani, P., Godfrey, W.W. and Sadhya, D., 2022, November. Ethereum Based Smart Contract for Event Management System. In 2022 IEEE 6th Conference on Information and Communication Technology (CICT) (pp. 1-5). IEEE.
6. Suji, R.J., Godfrey, W.W. and Dhar, J., 2022, November. An optical flow visualization based pipeline for lung nodule segmentation. In 2022 IEEE 6th Conference on Information and Communication Technology (CICT) (pp. 1-5). IEEE.
7. Dixit, A., Trivedi, A. and Godfrey, W.W., 2022, November. Blockchain Based Secure Lottery Platform by Using Smart Contract. In 2022 IEEE 6th Conference on Information and Communication Technology (CICT) (pp. 1-5). IEEE.
8. Jain, B. and Wilfred Godfrey, W., 2023, May. Multi-generator MD-GAN with Reset Discriminator: A Framework to Handle Non-IID Data. In Computer Vision and Image Processing: 7th International Conference, CVIP 2022, Nagpur, India, November 4–6, 2022, Revised Selected Papers, Part I (pp. 289-303). Cham: Springer Nature Switzerland.
9. Mithilesh Kumar and W Wilfred Godfrey, An Ant Colony Optimization Hyper Heuristic with Reinforcement Learning for Dynamic Vehicle Routing Problem,  IEMSC-22 (International Conference on Emerging Trends in Mathematical Sciences & Computing), 2022. (Accepted).
10. Chandra, N. and Godfrey, W.W., 2022. Rail Track Monitoring System Using Quantum Key Distribution in IoT Scenario. In Futuristic Trends in Networks and Computing Technologies (pp. 243-252). Springer, Singapore.

2021

1. Suji, R.J., Godfrey, W.W. and Dhar, J., 2021, December. Comparing different deep learning backbones for segmentation of lung nodules. In 2021 5th Conference on Information and Communication Technology (CICT) (pp. 1-5). IEEE.
2. Mishra, P., Godfrey, W.W. and Kumar, N., 2021, February. A Green Computing-based Algorithm in Software Defined Network with Enhanced Performance. In 2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) (pp. 953-958). IEEE.
3. Mishra, P., Kumar, N. and Godfrey, W.W., 2021, January. A Meta-heuristic-based Green-routing Algorithm in Software-Defined Wireless Sensor Network. In 2021 6th International Conference on Inventive Computation Technologies (ICICT) (pp. 36-41). IEEE.

2020

1. Jenkin Suji, R., Wilfred Godfrey, W. and Dhar, J., 2020, December. Border to Border Distance Based Method for Detecting Juxta-Pleural Nodules. In International Conference on Computer Vision and Image Processing (pp. 247-259). Springer, Singapore.
2. Tripathi, N., Kumrawat, D., Gottimukkala, V.K., Jeevaraj, S. and Godfrey, W.W., 2020, December. Edge Detection on Medical Images Using Intuitionistic Fuzzy Logic. In International Conference on Computer Vision and Image Processing (pp. 236-246). Springer, Singapore.

 2019 

1. Suji, R.J., Bhadouria, S.S., Dhar, J. and Godfrey, W.W., 2019, September. Optical Flow Based Background Subtraction Method for Lung Nodule Segmentation. In International Conference on Computer Vision and Image Processing (pp. 261-269). Springer, Singapore.
2. Medha, B., Chandana, D., Sowmya, V., Godfrey, W.W., Kaushal, G. and Dhar, J., 2019, October. Tumor Growth Modeling and Estimation of Changes with Respect to Cytotoxic Drugs. In TENCON 2019-2019 IEEE Region 10 Conference (TENCON) (pp. 1053-1058). IEEE.
3. Rajoria, S., Trivedi, A., Godfrey, W.W. and Pawar, P., 2019, April. Resource Allocation and User Association in Massive MIMO Enabled Wireless Backhaul Network. In 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring) (pp. 1-6). IEEE.
4. Jenkin Suji, Sarita Singh Bhadouria, Joydip Dhar and W.Wilfred Godfrey, " Possibilities of Optical Flow methods for Lung Nodule Segmentation", ICEIT Conference on Advances in Mobile Communications, Networking and Computing,New Delhi, April 2019.
5. Tapesh Mandal, W.Wilfred Godfrey ,”Heat Kernel approximation using N-degree Taylor polynomial used in communit'y detection”, International Conference on Emergent Research in Mathematics and Engineering (ICERME-2019), NIT Agartala. (Accepted and Presented)
6. Suragani, G., Pothuraju, L.N., Reddi, K.S. and Godfrey, W.W., 2019, March. Enhancing Deep Knowledge Tracing (DKT) Model by Introducing Extra Student Attributes. In 2019 IEEE 5th International Conference for Convergence in Technology (I2CT) (pp. 1-5). IEEE.
7. Dewangan, R.K., Godfrey, W.W. and Shukla, A., 2019, January. Conflict Resolutions for Trajectory Co-ordination of Multiple Mobile Robots. In 2019 International Conference on Computer Communication and Informatics (ICCCI) (pp. 1-4). IEEE.

2018 

1. Jain, U., Tiwari, R., Godfrey, W. W. (2018),” Odor Source Localization by Concatenating Particle Swarm Optimization and Grey Wolf Optimizer”, In Advanced Computational and Communication Paradigms (pp. 145-153), Proceedings of International Conference on ICACCP 2017, Volume 1, Springer, Singapore.
2. Chejara, P. and WilfredGodfrey, W., 2018, January. Machine Learning Based Method to Predict Influence Spread. In 2018 8th International Conference on Cloud Computing, Data Science & Engineering (Confluence) (pp. 268-273). IEEE.
3. Verma, P., Tapaswi, S. and Godfrey, W.W., 2018. Agent-Based Wormhole Attack Detection and Prevention Algorithm in the Cloud Network Using MapReduce Technique. In Progress in Advanced Computing and Intelligent Engineering (pp. 439-446). Springer, Singapore.

 2017

1. K. Dewangan, A. Shukla and W. Wilfred Godfrey, “Survey on Prioritized Multi Robot Path Planning”, in 2017 IEEE International Conference on Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM), Veltech Dr. RR & Dr.SR University, Chennai, T.N., India. 2 - 4 August 2017, pp. 423-428.
2. K. Dewangan, A. Shukla and W. Wilfred Godfrey, “Prioritized Multi Robot Path Planning in presence of Dynamic obstacles”, in 2017 Conference on Information & Communication Technology (CICT-2017), ABV – IIITM Gwalior, on Nov 3-5, 2017, pp. 1-5.
3. K. Dewangan, A. Shukla and W. W. Godfrey,“Path Planning for Multiple Mobile Robots by Priority Assignment”, in 2017 International Conference on Computational Intelligence: Theories, Applications and Future Directions (ICCI-2017), IIT Kanpur on Dec 6-8, 2017, pp. 1-11 (published in Advs in Intelligent Syst., Computing, Vol. 799, Nishchal K. Verma and A. K. Ghosh (Eds): Computational Intelligence: Theories, Applications and Future Directions - Vol. II, ISBN: 978-981-13-1134-5).
4. Chejara, P. and Godfrey, W.W., 2017, November. Comparative analysis of community detection algorithms. In 2017 Conference on Information and Communication Technology (CICT) (pp. 1-5). IEEE.
5. Jain, U., Tiwari, R. and Godfrey, W.W., 2017, November. Comparative study of frontier based exploration methods. In 2017 Conference on Information and Communication Technology (CICT) (pp. 1-5). IEEE.
6. Gupta, V., Trivedi, A. and Godfrey, W., 2017, January. Enhancing structure learning of Markov network using Alternating Decision Trees. In 2017 IEEE 7th International Advance Computing Conference (IACC) (pp. 904-908). IEEE.
7. Yadav, S.K. and Godfrey, W.W., 2017, March. Improving information spread through modified scheduled-seeding algorithm. In 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET) (pp. 1457-1461). IEEE.

2016

1. Solanki, C. and Godfrey, W.W., 2016, August. Technique for edge detection based on interval Type-2 fuzzy logic with sobel filtering. In 2016 International Conference on Information Science (ICIS) (pp. 38-43). IEEE.

2015

1. Yadav, S. and Godfrey, W.W., 2015, December. Maximizing Packet Throughput of Cognitive Radio Networks through Secondary User Power Constraints. In 2015 International Conference on Computational Intelligence and Communication Networks (CICN) (pp. 537-542). IEEE.
2. Sooraj, K.U. and Godfrey, W.W., 2015, December. Power Allocation in OFDM-CR Using Accelerated Gradient Descent Algorithm. In 2015 International Conference on Computational Intelligence and Communication Networks (CICN) (pp. 562-565). IEEE.

2013

1. W. Godfrey, Shashi S. Jha, Shivashankar B. Nair, On A Mobile Agent Framework for an Internet of Things, Proceedings of the International Conference on Communication System and Technologies, CSNT 2013, Gwalior, India, Published in IEEE Xplore, pp. 345-350. DOI: 10.1109/CSNT.2013.79. [Typhon]

2011

1. Wilfred Godfrey, Shivashankar B. Nair, A Mobile Agent Cloning Controller for Servicing Networked Robots, 2011 International Conference on Future Information Technology, September 16-19th, 2011, IPCSIT vol.13 (2011), pp.91-95, IACSIT Press, Singapore. (Indexed by EI and Thomson ISI).

2010

1. Godfrey, Shivashankar B. Nair, A Pheromone based Mobile Agent Migration Strategy for Servicing Networked Robots, Proceedings of the 5th International ICST Conference on Bio-Inspired Models of Network, Information, and Computing Systems, BIONETICS 2010, Bio-Inspired Models of Network, Information, and Computing Systems, Published in the Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering Volume 87, 2012, pp 533-541. DOI: 10.1007/978-3-642-32615-8_52
2. Godfrey, Shivashankar B. Nair, D.H. Kim, Multi mobile agent multi robot network, Emerging Trends in Robotics and Communication Technologies, 3 to 5 December 2010, Chennai, India.
3. Godfrey, W., Shivashankar B. Nair, Mobile Agent Cloning for Servicing Networked Robots, 13th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2010), November 12-15th, Kolkata, India, 2010, published in – Principles and Practice of Multi-Agent Systems, Revised Selected Papers, Lecture Notes in Artificial Intelligence, LNAI, Vol. 7057, Desai, Nirmit; Liu, Alan; Winikoff, Michael (Eds.), Springer-Verlag Berlin Heidelberg, pp.336-339, 2012.

2009

1. Shivashankar B. Nair, Godfrey, W., Kim, Dong Hwa, Towards a Dynamic Emotional Model, Proceeding of the IEEE International Symposium on Industrial Electronics, 5-8th July 2009, pp.1932-1936, Seoul,S.Korea. (DOI: 10.1109/ISIE.2009.5217935) (Citations: GoogleScholar 03)

2008

1. Godfrey, Shivashankar B. Nair, An Immune System based Multi-Robot Mobile Agent Network, Lecture Notes in Computer Science, Springer Berlin / Heidelberg ISSN 0302-9743,Volume 5132/2008, pp. 424-433 (The 7th International Conference on Artificial Immune Systems, 10-13th August 2008, Phuket, Thailand, ICARIS 2008).

Articles

1. Wilfred Godfrey, Effect of intervention policies in an agent based spatial epidemic model
   of Gwalior, January 2022. [arxiv preprint]
2. Upma Jain, RituTiwari, W. Wilfred Godfrey, Fusion of Gravitational Search Algorithm, Particle Swarm Optimization and Grey wolf optimizer for Odor Source Localization, IGI Global, 2017 

Workshop Organized

1. AS a Coordinator of 5-Days Self-Sponsored Online Short-Term Course “Hands-on on Machine Learning and Deep Learning (Module-1)” from 29 January –02 February 2024.
2. As a Technical Program Committee of 2nd International Conference on Computer Vision and Machine Intelligence (CVMI-2023), 10-11 December 2023 , IIITM Gwalior, India.
3. As a Co-Coordinator of Workshop on Robotics and Autonomous Systems, 19th Oct, 2 PM at  207, LT-II, ABV-IIITM Gwalior.
4. As a Event Organizer of seven days DST sponsored karyashala on Machine Learning
   Applications for Medical Imaging from 10 -16 July 2023. 
5. As a Co-Coordinator of two weeks online & offline Faculty Development Programme on AI, IOT and Block Chain at ABV-IIITM Gwalior, 5-16 December, 2022. (Funded by ATAL AICTE Training and Learning Academy)
6. As a local chair of sixth edition of Conference on Information and Communication   Technology (IEEE CICT-2022) at ABV-IIITM Gwalior, 18-20 November 2022.
7. As a Co-Coordinator of two days workshop on SERB-DST PROJECT "Industrial and Domestic monitoring control using decentralized cyber physical system", ABV-IIITM Gwalior on 11.03.2022-12.03.2022.
8. As a Coordinator of Five days online Faculty Development Programme on Deep Learning at ABV-IIITM Gwalior, 5-9 July, 2021 (Funded by ATAL AICTE Training and Learning Academy)
9. As a Co-Coordinator of Five days online Faculty Development Programme on Wireless Communication at ABV-IIITM Gwalior, 21-25 June, 2021. (Funded by ATAL AICTE Training and Learning Academy)
10. As a Local Coordinator of Five days online Faculty Development Programme on Deep Learning and Applications at ABV-IIITM Gwalior, 9-13 December, 2019. (Funded by Electronics & ICT Academy)
11. As a Coordinator of Five days Faculty Development Programme on Wireless Communication at ABV-IIITM Gwalior, 3-7 December, 2018. (Funded by Electronics & ICT Academy)
12. As a Coordinator of one day workshop on Innovative Practices  in Digital and Data Communication Laboratories on 17-12-2015, at ABV-IIITM Gwalior. (Association with association with ICEIT)

Keynote Lectures/ Invited Talks

1. Electronics Applications in Modern Domestic Appliances, Ram Eesh Institute of Engineering & Technology, Greater Noida , August 2012.
2. An Introduction to Mobile Robotics – A Control Perspective, National Seminar on Advances in Computer Networks Communication and Security, Amity University Gwalior, 26-27,February 2015
3. Power and Future of Network Science., MITS Gwalior, February 2017
4. Machine Learning and its applications, SATI Vidisha( 14-5-2018)
5. Introduction to Machine Learning, Faculty Development Programme, ABVIIITM,Gwalior, November 2018.
6. Machine Learning in Communication, WICOM 2018, ABVIIITM,Gwalior, December 2018.
7. Application of Artificial Intelligence-Machine Learning (Focus of Medical Imaging) ,Two days workshop on Role of data science and artificial intelligence in industry, march 29-30, 2019, ITM GOI, Gwalior.
8. Macros on Excel,TEQIP-III Training Program on Lab Practices at MITS, Gwalior from 17th to 22nd June 2019.
9. Neural Networks and Deep Learning, Teacher Training Program sponsored by IIT Patna from 24.06.2019-29.06.2019 at ITM University , Gwalior.
10.  Machine Learning and Deep Learning,  FDP on Artificial Intelligence from 24.02.2020-28.02.2020 at National Power Training Institute, Shivpuri.
11. Webinar on Artificial Intelligence on Medical Imaging organized by Department of CSE, SRM University, Chennai on 22.06.2020.
12. Webinar on Challenges in Deep Laerning (Hands on), Six-Days Short Term Training Programme[Phase-III] on BUILDING INTELLIGENT APPLICATIONS WITH DEEP LEARNING USING PYTORCH conducted by the Department of Computer Science and Engineering, Rajalakshmi Institute of Technology, Chennai, Tamil Nadu from 12th to 17th October 2020.
13. Webinar on Challenges and Trends in Deep Laerning Architecture Research, AICTE Training and Learning (ATAL) sponsored Faculty Development Programme on “BIO-INSPIRED COMPUTING IN DEEP LEARNING ARCHITECTURE” during 02nd – 06th, November 2020 through online mode Department of Software Engineering, School of Computing, SRM Institute of Science and Technology, Kattankulathur, Kanchipuram, Tamilnadu.
14. Webinar on Machine learning algorithms and a hands-on session on the ways to integrate with the IoT data on Two Days National Workshop on " FOG-IoT Security and the role of Machine Learning: In the current and future trends of Networking" on the 19th and 20th of November 2020 through online mode, School of Computing, SRM Institute of Science and Technology, Kattankulathur, Kanchipuram, Tamilnadu.
15. Webinar on Machine Learning and Wireless Communication, AICTE Training and Learning (ATAL) sponsored Faculty Development Programme on “Wireless Communication” during 21-25, June 2021 through online mode, Department of ICT, ABV-IIITM Gwalior.
16. Webinar on Neural Networks Basics and Optimization, AICTE Training and Learning (ATAL) sponsored Faculty Development Programme on “Deep Learning” during 5-9, July 2021 through online mode, Department of ICT, ABV-IIITM Gwalior.
17. Webinar on Medical Image Processing, Jiwaji University, Gwalior on 21 August 2021.
18. National Level Technical Webinar on A.I for Medical Imaging at PSN college of Engineering & Technology on 20 November, 2021.
19. Webinar on Deep Learning based on Bio-inspired Computing, AICTE Training and Learning (ATAL) sponsored Faculty Development Programme on “Bio inspired Computing for Data Analytics” during 8-12, Feb 2022 through online mode at Lakireddy Bali Reddy College of Engineering, Andhra Pradesh.
20. Webinar on Block chain and its applications,  Workshop on SERB-DST PROJECT "INDUSTRIAL AND DOMENSTIC MONITORING CONTROL USING DECENTRALIZED CYBER PHYSICAL SYSTEM", ABV-IIITM Gwalior on 12.03.2022.
21. Webinar on Block chain and its applications, Amity University Gwalior on 11.05.2022.
22.  Machine Learning classification algorithms, Faculty Development Programme, ABVIIITM,Gwalior, November 2022.
23. Webinar on Block Chain basics, AICTE Training and Learning (ATAL) sponsored Faculty Development Programme on “AI, IOT and Block Chain” during 5 -16, December 2022 through online mode, Department of ICT, ABV-IIITM Gwalior.
24. Machine Learning in Medical Imaging, Plenary talk in 11th International Conference on “Technology, Innovation and Management for Sustainable Development-TIMS 2023 on March 24, 2023 at ITM University , Gwalior.
25. Networking Concepts, Training for Gujarat Power Engineering and Research Institute from 26-27, June 2023.
26. Deep Learning,  DST sponsored karyashala on Deep Learning applications on imaging systems  from 17 -23 July 2023.
27. Privacy preserving machine learning, DST sponsored karyashala on "Cybersecurity in Edge Computing enabled Internet of Things (IoT)" from December 12-18, 2023.
28. Data Science, 5-Days Self-Sponsored Online Short-Term Course “Hands-on on Machine Learning and Deep Learning (Module-1)” from 29 January –02 February 2024. 

Workshops/Summer Schools/Conference/FDP attended

1. FDP on Deep Learning and Applications, ABV-IIITM Gwalior, Dec 9-13, 2019.
2. Summer School on Computer Vision. IIIT Hyderabad, July 1-6, 2019.
3. Summer School on Machine Learning, IIIT Hyderabad, July 8-13, 2019.
4. IAPR endorsed 4th International Conference on Computer Vision and Image Processing (CVIP 2019),September 27 - 29, 2019, MNIT Jaipur, India.
5. ICEIT Conference on Advances in Mobile Communications, Networking and Computing,New Delhi, April 2019.
6. First International Conference on Intelligent Computing (ICIC 2018) , Amrita Viswa Vidyapeedam, Bengalure, 26-28 oct, 2018.
7. International Conference on Information Science (ICIS) , Ccchin, Kerala, ICIS 2016.
8. Summer School on Robotics, IIIT Allahabad, June 2014.
9. Proceedings of the International Conference on Communication System and Technologies, CSNT 2013, Gwalior, India
10. 13th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2010), November 12-15th, Kolkata, India, 2010, 
11. Emerging Trends in Robotics and Communication Technologies, 3 to 5 December 2010, Chennai, India.
12. The 7th International Conference on Artificial Immune Systems, 10-13th August 2008, Phuket, Thailand, ICARIS 2008.

Awards and Recognition

1. Elevated to the Senior Member grade in IEEE.
2. Best Paper awarded at International Conference on Emergent Research in Mathematics and Engineering (ICERME-2019), NIT Agartala for the paper titled “Heat Kernel approximation using N-degree Taylor polynomial used in community detection”.
3. Received MHRD Fellowship at IIT Guwahati from 2005 – 2009.
4. Selected for travel grant under DST Travel grant scheme in 2011 to travel to singapore to present a paper.
5. Awarded travel grant in 2010 to present paper at PRIMA conference, Kolkatta.
6. Received grants for registration and travel grants Rs. 80000/- under microsoft funds for research at IIT Guwahati.

7.Reviewer in Multimedia Tools and Applications, Sensors, Computer Journal, IETE Technical Review, Applied Intelligence, International Journal of Information Technology and Decision Making (IJITDM).

 Administrative Responsibilities 

1. Was one of the faculty coordinators to conduct  the annual cultural festival AURORA 2015, AURORA 2016 and annual technical event INFOTSAV 2016.  

2. Took charge as networking faculty in-charge of the institute from July 2016.
   3. Coordinator for the student colloquium during the academic years 2013, 2014 and 2016.
   4. Coordinator for the BTP topic allocation and evaluation commitee during the academic years 2014, and from 2016 to 2020.
   5. Convener of the Grade Moderation committee for the years 2015,2016 and member in 2018.
   6. Member of the anti-ragging committee from 2014 to June 2022.
   7.  Warden of Aravalli BH1 hostel since September 2022.
   8. Member of the Purchase committee since 2020.
   9. Member of Departmental UG committee convenor since September 2022.