Project Intern Opportunities available at DIC Panjab University, Chandigarh
Prof. Naveen Aggarwal
Computer Science & Engineering,
University Institute of Engineering & Technology,
Panjab University, Chandigarh, INDIA.
In charge : Panjab University Incubation Centre
In charge: AI Data Centre and Intel Unnati Lab, UIET, PU, Chandigarh
Coordinator: Design Innovation Centre, Panjab Universisty, Chandigarh
Nodal Officer IndiaAI Mission
Nodal Officer Lead Knowledge Institute
SM IEEE , SM ACM
E-Mail: navagg@gmail.com, navagg@pu.ac.in, navagg@ieee.org
Naveen Aggarwal is working as a Professor in UIET, Panjab University, INDIA and has more than 22 years of teaching experience. He is currently In Charge of Panjab University Incubation Centre and Project Coordinator in Design Innovation Centre established by MoE. He has more than 200 publications and 3 patents are granted to him. He has completed more than 20 research funded projects and 4 software consultancy projects. He is Senior Member of ACM & IEEE.
Total Publications: 200+
International Journals: 78+ (More than 50 SCI/SCIE Publications), International Book chapters: 38+, International Conferences: 60+, National Conferences: 30 (ORCID: 0000-0003-1549-531X)
Books Published: 01 by CENGAGE Publishers, Edited:01
Patent Granted: 03, Patent Published: 5
An Oral Healthcare Education System and Apparatus Thereof, Indian Patent Granted Patent No 394273
AcouAlert: An Automatic Acoustic Event Sensing and Triggering Device, Indian Patent Granted # 461635
Spectral Absorbance Plotter, Indian Design Patent: 450398-01
ME Students Guided: 50, PhD Students Completed/ Thesis Submitted: 13
Reviewer Panel of Elsevier Pattern Recognition Letters, Elsevier Applied Acoustics and more than 6 Journals.
Professional Membership
Senior Member IEEE (Membership No: 92663937)
Senior Member ACM (Membership No: 9053448)
IIT Kharagpur, Lifetime Alumni Membership
ISB CEE Alumni Membership
Life Member of HEMSI
Life Member of Computer Society of India & Life Member of CSTA
Senior Member IJCSITA
Senior Member of International Association of Computer Science and Information Technology
Awards & Honors:
Mentor of Award Winning Startup “RootWorkz Learning”, selected as winner of Eureka 2020-21 by IIT Bombay with prize of Rs 2.5L.
Winner of NDIN Innovation Challenge for COVID-19 by INDIAN Innovation Challenge for COVID-19 Indian Institute of Science, Bangalore.
Top Downloaded Paper Award by Wiley International Pvt Ltd. For Year 2018-19
Appreciated by Punjab School Education Board, Mohali for development of Data Mining and Analytics Software.
Procurement coordinator and consultant at State Project Facilitation Unit of UT Chandigarh for TEQIP-II project being implement in Technical institutes of Chandigarh (Total Amount = Rs 30 Crore). From Feb 2012 t0 Jan 2014.
Outstanding Faculty Contributor award by Infosys Technologies Pvt. Ltd.
Successfully Completed a Sabbatical project “Tool based Estimation Model Development” at Infosys Chandigarh in August 2006.
Imparted training to more than 1000 personnel to use Electronic Voting machines during 2004 Lok Sabha Elections of Govt of India.
CMS Effort Estimation Model is developed in collaboration with BirlaSoft Corp., India
Appreciation letter from Dr. M.P. Ravindra, Vice President and head Education and Research Deptt, Infosys Technologies Ltd. for Sabbatical project undertaken at Infosys technologies.
Appreciation Letter from CEO, AXEDE Corp, USA for developing CMS Effort Estimation Model for their organization.
Awarded Rs 10,000/- by Prof. R.C. Sobti to develop SMS based attendance management system in UIET.
Awarded Bronze medal for standing third in graduation by Punjab Technical University.
Other Achievements:
Incharge of AI Data Centre, Panjab University Chandigarh (July 2025 onwards)
Incharge, Panjab University Incubation Centre and EEI Hub at Panjab University, Chandigarh (March 2024 to till date)
Incharge of TBIU at UIET, PU, Chanidgarh (Febraury 2022 to till date)
Coordinator and PI at Design Innovation Centre, Panjab University, Chandigrah (September 2015 to till date)
Nodal Officer for India AI Mission Fellowships at Panjab University
Organizing Secretary of 3rd International conference on Biomedical Engineering and Assistive Technologies (BEATS-2014), February 14-15, 2014.
Consultant and Nodal Officer for Procurement, Finance and Management in State Project Facilitation Unit, UT Chandigarh for TEQIP-II.
NBA Core team member to implement NBA regulations in UIET and prepared NBA proposal for UIET.
Awarded Rs 25,000/ - for Best Paper Prize for Paper “Automatic triggering of Acoustic Sensing by Human Activity Recognition using the Accelerometer” in ACM Compute 2018.
Joint Admission Committee Member to organize BE Admissions during session 2013-14, 2017-18, 2018-19, 2020-24.
Delivered More than 50 Expert lectures at Various Forums / Refresher Courses / FDP / Short term courses / Workshops.
Setup two Design Innovation Centre Labs (Sensor Lab and Computer Vision Lab) in CSE Department
Setup PU DATA set Server (pudataset.puchd.ac.in) to provide Storage as a Service (SaaS) for online management and dissemination of the data collected by various departments using DSPACE Server solution.
Setup servers to provide Infrastructure as a Service (IaaS) by providing virtual machines on Cloud.
Technical Committee Member of IEEE International conference on Recent Advances in Engineering and Computational Sciences, organized by Panjab University on 6-8 March 2013 and in December 2016.
Technical Committee Member of more than 80 International conferences such as ICIIP-2013, 2014, Confluence, 2014-2018, ICCTD 2011 etc.
Assisted PEC, Chandigarh, IT Department to get ISO 9001 certification in 2003.
Technical program Committee Member of Int Journal of Computing and Digital Systems.
Awarded Best Paper Prize for paper “Analysis of Lung Segmentation and Boundary Correction Techniques on Lung CT Image” in CHASCON 2012.
Awarded Best Paper Prize for paper “Real Time Human Activity Recognition Using Shape-from-Motion Reconstruction” in CHASCON 2008.
Attended more than 30 different Workshops / STC / Seminars / Symposium / Conferences.
PROJECTS
Co-Principal Investigator for a DST Chandigarh-sponsored project (2025–26) on AI-based non-invasive prostate cancer detection using a rapid detection kit and MRI-based images. Sanctioned amount: ₹4 lakhs.
Principal Investigator for the establishment of an AI Data Centre funded by Vardhman Textiles Pvt. Ltd. in 2025. Sanctioned amount: ₹1 crore.
Principal Investigator for the Entrepreneurship & Employability Hub under RUSA 2.0 (2024–25). Sanctioned amount: ₹15 crores.
Co-Principal Investigator for a DST Chandigarh project (2024–25) on development, validation, and shelf-life analysis of a cancer detection kit. Sanctioned amount: ₹2 lakhs.
Co-Principal Investigator for a two-year project (2024–2026) on multimodal and multilingual human emotion detection, funded by IIT Mandi iHub and HCI Foundation. Sanctioned amount: ₹32.4 lakhs.
Co-Principal Investigator for a DFSS, MHA, GoI-funded project (2022–2024) on AI-enabled low-cost handheld devices for writer and offline signature verification. Sanctioned amount: ₹38 lakhs.
Principal Investigator for an ICMR-funded project (2 years) on AI-based diagnostic solutions for early detection of furcation radiolucency in primary mandibular molars. Sanctioned amount: ₹18.34 lakhs.
Co-Principal Investigator for a DST Chandigarh project (1 year) on early detection of landfill fires in Dadu Majra, Chandigarh. Sanctioned amount: ₹1.2 lakhs.
Co-Investigator for a National Commission for Women, Delhi project (2020–2021) investigating cyber-initiated crimes against women users in Punjab. Sanctioned amount: ₹14.04 lakhs.
Co-Investigator for a DST-funded landslide forewarning system for Manikaran, Himachal Pradesh (2020–2022). Sanctioned amount: ₹56 lakhs.
Consultant for the implementation of PyVHR Solution on Cloud for Curio Digital Therapeutics Ltd. in 2021. Sanctioned amount: ₹1.26 lakhs.
Principal Investigator for the Rootworkz Learning Platform funded by PSCS&T (DST) during 2020–2021. Sanctioned amount: ₹50,000.
Consultant for the design and development of a recruitment portal for Technozone Solutions Pvt. Ltd. in 2021. Sanctioned amount: ₹65,000.
Consultant for website development for BG Unified Solutions Pvt. Ltd. in 2021. Sanctioned amount: ₹1.25 lakhs.
Consultant for the development of a quadcopter with thermal camera compliant with DGCA guidelines for Space Jam Technologies (2020–2021). Sanctioned amount: ₹2 lakhs.
Principal Investigator for the Design Innovation Centre (Traffic Sensing & Information Technologies subtheme) under MHRD (2015–2026). Sanctioned amount: ₹10 crores.
Consultant for the design and development of tinkerable projects for school students for Saksham Creative Education Pvt. Ltd. in 2018. Sanctioned amount: ₹1.25 lakhs.
Principal Investigator for the CARTS project (Communication Assisted Road Transport System) under ITRA, Media Lab Asia (DEITY) (2013–2018). Total sanctioned: ₹1.28 crores (₹12.6 lakhs for UIET).
Joint Investigator for the Armor Wire Tester project funded by Oceaneering Pvt. Ltd. in 2016. Sanctioned amount: ₹40 lakhs.
Principal Investigator for a tool-based effort estimation model developed for Infosys Technologies Ltd. in 2006. Sanctioned amount: ₹1 lakh.
Principal Designer for an SMS-based result information system for Panjab University in 2007. Sanctioned amount: ₹10,000.
Principal Investigator for a speaker recognition and identification system for VoIP under MHRD TEQIP-II (2013–2014). Sanctioned amount: ₹1.20 lakhs.
Principal Investigator for a subjective assessment of video quality to validate objective metrics under MHRD TEQIP-II (2013–2014). Sanctioned amount: ₹1.33 lakhs.
Consultant at the state level for TEQIP-II implementation across various institutes in Chandigarh (2012–2015), funded by the World Bank through MHRD.
Research Publications in Journals
Kingra, S., Aggarwal, N. & Kaur, N. Assessing deepfake detection methods: a comparative evaluation on novel large-scale Asian deepfake dataset. Int J Data Sci Anal (2025).
M. K. Surehli, N. Aggarwal, G. Joshi, and H. Nayyar, “Semantic Segmentation of Plant Structures with Deep Learning and Channel-wise Attention Mechanism”, JTIT, vol. 99, no. 1, pp. 56–66, Feb. 2025
Harsh Ahlawat, Naveen Aggarwal, Deepti Gupta, Automatic Speech Recognition: A survey of deep learning techniques and approaches, International Journal of Cognitive Computing in Engineering, Volume 6, Pages 201-237,2025, ISSN 2666-3074
Sharma, S., Sharma, M., Garg, N., Kaur, A., Sapra, G., Aggarwal, N., & Goswami, J. K. (2024). Design and Development of Sensing Unit for Wire Rope Tester. IETE Journal of Research, 71(1), 211–223. https://doi.org/10.1080/03772063.2024.2409716
Staffy Kingra, Naveen Aggarwal, Nirmal Kaur, SFormer: An end-to-end spatio-temporal transformer architecture for deepfake detection, Forensic Science International: Digital Investigation, Volume 51, 2024, ISSN 2666-2817.
Juneja, M., Aggarwal, N., Saini, S.K. et al. A comprehensive review on artificial intelligence-driven preprocessing, segmentation, and classification techniques for precision furcation analysis in radiographic images. Multimed Tools Appl (2024).
Staffy Kingra, Naveen Aggarwal, Nirmal Kaur, SiamNet: Exploiting source camera noise discrepancies using Siamese Network for Deepfake Detection, Information Sciences, Volume 645, 2023, ISSN 0020-0255.
Singh, L., Aggarwal, N. & Singh, S. PUMAVE-D: panjab university multilingual audio and video facial expression dataset. Multimedia Tools and Applications , 2022.
Staffy Kingra, Naveen Aggarwal, Nirmal Kaur, “LBPNet: Exploiting texture descriptor for deepfake detection”, Forensic Science International: Digital Investigation, Volume 42, 2022, 301452, ISSN 2666-2817, IF=1.805.
Kumar, S, Singh, SK, Aggarwal, N, Gupta, BB, Alhalabi, W, Band, SS. An efficient hardware supported and parallelization architecture for intelligent systems to overcome speculative overheads. Int J Intell Syst. 2022; 1- 27.
Kingra, S., Aggarwal, N. & Kaur, N. Emergence of deepfakes and video tampering detection approaches: A survey. Multimedia Tools and Applications (2022).
Nabi ST, Kumar M, Singh P, Aggarwal N, Kumar K. A comprehensive survey of image and video forgery techniques: variants, challenges, and future directions. Multimedia Systems. 28, 939–992, 2022 Jan 30:1-54.
Mankirat Kaur, Sarbjeet Singh, Naveen Aggarwal, “Missing traffic data imputation using a dual-stage error-corrected boosting regressor with uncertainty estimation”, Information Sciences, Volume 586, Pages 344-373,ISSN 0020-0255, 2022, SCI Indexed, Impact Factor=8.023
Sudhakar Kumar, Sunil Kr. Singh, Kriti Aggarwal & Naveen Aggarwal, Evaluation of automatic parallelization algorithms to minimize speculative parallelism overheads: An experiment, Journal of Discrete Mathematical Sciences and Cryptography, Taylor and Francis 24:5, 1517-1528, 2022,Online ISSN: 2169-00651.
Sukhveer Kaur, Krishan Kumar, Naveen Aggarwal, Gurdeep Singh, A Comprehensive Survey of DDoS Defense Solutions in SDN: Taxonomy, Research Challenges, and Future Directions, In Elsevier Computers & Security, Volume 110, November 2021, ISSN 0167-4048.
Rigzin Angmo, Naveen Aggarwal, Veenu Mangat, Anurag Lal, and Simarpreet Kaur. 2021. An Improved Clustering Approach for Identifying Significant Locations from Spatio-temporal Data. Wireless Personal Communications (2021), 1–25.
Singh, P., Dutta, M. & Aggarwal, N. Hybrid Meta-heuristic Approach for Workflow Scheduling in IaaS Cloud. Arab J Sci Eng (2021). https://doi.org/10.1007/s13369-021-05774-6 Impact Factor: 1.71, (SCIE Indexed)
Kaur, Sukhveer, Krishan Kumar, and Naveen Aggarwal. "A review on P4-Programmable data planes: Architecture, research efforts, and future directions." Computer Communications (2021), Volume 170, 15 March 2021, Pages 109-129, SCIE Indexed.
Singh, R.D., Aggarwal, N. Optical flow and pattern noise-based copy–paste detection in digital videos. Multimedia Systems (2021) 27, 449–469 (2021). Electronic ISSN: 1432-1882, Print ISSN:0942-4962, Impact Factor=1.7 (SCI Indexed).
Kumar, S., Singh, S. K., Aggarwal, N. (2020). Role and Importance of High Performance Computing for Digital India and Self-reliant India. Self reliant India and Technology Teaching (Special Issue), Vigyan Garima Sindhu (UGC Care Journal), published by CSTT, Ministry of Education (Higher) Education Department) GOI, Issue-113, pp. 170-185. (UGC CARE Indexed)
Dinesh Vij, Naveen Aggarwal. Transportation Mode Detection Using Cumulative Acoustic Sensing and Analysis, Springer, Frontier of Computer Science., Vol:15, Issue: 1,November 2020, Electronic ISSN:2095-2236, Print ISSN: 2095-2228. (SCIE Indexed), Impact Factor=1.387
S. Kaur, K. Kumar and N. Aggarwal, “Security Threats On Data-Control Plane Communication Channel in SDN”, Advances in Mathematics: Scientific Journal 9 (2020), no.6, 4031–4038, ISSN: 1857-8365 (printed); 1857-8438 (electronic) (SCOPUS Indexed).
Singh, Gurprem, Ajay Mittal, and Naveen Aggarwal. "ResDNN: Deep Residual Learning for Natural Image Denoising." IET Image Processing (2020).
Singh, R., Puri, H., Aggarwal, N. et al. An Efficient Language-Independent Acoustic Emotion Classification System. Springer Arab J Sci Eng, 45, 3111–3121 (2020), issn=2191-4281, Impact Factor: 1.71, (SCIE Indexed).
Handa, Rohit, C. Rama Krishna, and Naveen Aggarwal. "Efficient privacy‐preserving scheme supporting disjunctive multi‐keyword search with ranking." Concurrency and Computation: Practice and Experience Vol 32, Issue 2, ISSN: 15320626 Online ISSN:1532-0634, Impact Factor: 1.447, (SCIE Indexed), July 2019.
Anuj Dimri, Harsimran Singh, Naveen Aggarwal, Bhaskaran Raman, K. K. Ramakrishnan, and Divya Bansal. 2019. BaroSense: Using Barometer for Road Traffic Congestion Detection and Path Estimation with Crowdsourcing. ACM Transaction on Sensor Networks, 16, 1, Article 4 (November 2019), 24 pages.
Ranjit Singh, Naveen Aggarwal, A distortion-agnostic video quality metric based on multi-scale spatio-temporal structural information, Elsevier Signal Processing: Image Communication, Volume 74, 2019, Pages 299-308, ISSN 0923-5965,2019, ISSN 0923-5965.
Aparna, Yukti Bhatia, Rachna Rai, Varun Gupta, Naveen Aggarwal, Aparna Akula, “Convolutional neural networks based potholes detection using thermal imaging”, Journal of King Saud University - Computer and Information Sciences, 2019, ISSN 1319-1578.
Rohit Handa, C. Ramkrishna, Naveen Aggarwal, Searchable Encryption: A Survey on Privacy-Preserving Search Schemes on Encrypted Outsourced Data" in Wiley International Journal of Concurrency Computation Practice and Experience. 2019; ISSN: 15320626 Online ISSN:1532-0634, 2019.
Rohit Handa, C. Ramkrishna, Naveen Aggarwal, “Document clustering for efficient and secure information retrieval from cloud” in Wiley International Journal of Concurrency Computation Practice and Experience. 2019;e5127. ISSN: 15320626 Online ISSN:1532-0634, Impact Factor: 1.114, (SCIE Indexed), December 2018.
Rohit Handa, C. Ramkrishna, Naveen Aggarwal, “Keyword Binning-Based Efficient Search on Encrypted Cloud Data", in Springer Arabian Journal for Science and Engineering, issn=2191-4281", September 2018, Impact Factor: 1.518, (SCIE Indexed).
Rohit Handa, C. Ramkrishna, Naveen Aggarwal, “An efficient approach for secure information retrieval on cloud”, Journal of Intelligent & Fuzzy Systems (SCIE Indexed) Impact Factor 1.004, vol. 34, no. 3, pp. 1345-1353, August 2018, ISSN 1064-1246 (P), ISSN 1875-8967 (E)
Dinesh Vij, Naveen Aggarwal, Smartphone based traffic state detection using acoustic analysis and crowdsourcing, Applied Acoustics, Volume 138, September 2018, Pages 80-91, ISSN 0003-682X,
Kaur A., Aggarwal, Naveen, et al., “Non-destructive Evaluation and Development of a New Wire Rope Tester Using Parallely Magnetized NdFeB Magnet Segments”, Springer Journal of Nondestructive Evaluation, Volume:37, Issue: 3, ISSN: 0195-9298.
Singh, Lovejit and Singh, Sarbjeet and Aggarwal, Naveen, “Improved TOPSIS method for peak frame selection in audio-video human emotion recognition”, Springer, Multimedia Tools and Applications, July 2018, Volume, Issue, pp 1-32, Print ISSN:1380-7501,Online ISSN: 1573-7721, 2018.
Anish Jindal, Naveen Aggarwal, Savita Gupta, “An Obstacle Detection Method for Visually Impaired Persons by Ground Plane Removal Using Speeded-Up Robust Features and Gray Level Co-Occurrence Matrix”, Pattern Recognition and Image Analysis, June 2018, Vol. 28, No. 2, pp. 288–300, ISSN 1054-6618.
Ravi Bhandari, Bhaskaran Raman, K. K. Ramakrishnan, Deepthi Chander, Naveen Aggarwal, Divya Bansal, Mahima Choudhary, Nisha Moond, Aneesh Bansal, and Megha Chaudhary. “CrowdLoc: Cellular Fingerprinting for Crowds by Crowds”. ACM Transaction on Sensor. Networks. 14, 1, Article 4 (January 2018), 36 pages,ISSN:1550-4859 EISSN:1550-4867
Staffy Kingra, Naveen Aggarwal, R.D. Singh, “Inter-frame forgery detection in H.264 videos using motion and brightness gradients”, Springer, Multimedia Tools and Applications, December 2017, Volume 76, Issue 24, pp 25767–25786, Print ISSN:1380-7501, PP:1-20, Impact Factor : 1.331(SCIE Indexed) (2017).
Raahat Devender Singh, Naveen Aggarwal, Detection and localization of copy-paste forgeries in digital videos, In Forensic Science International, Elsevier Volume 281, October 2017, Pages 75-91, ISSN 0379-0738,
Gurdit Singh, Divya Bansal, Sanjeev Sofat, Naveen Aggarwal, “Smart patrolling: An efficient road surface monitoring using smartphone sensors and crowdsourcing, Pervasive and Mobile Computing”, Volume 40, September 2017, Pages 71-88, ISSN 1574-1192, (Impact Factor 2.34)
Singh, Raahat Devender, and Naveen Aggarwal. "Optical Flow and Prediction Residual Based Hybrid Forensic System for Inter-Frame Tampering Detection." Journal of Circuits, Systems and Computers, World Scientific, Vol. 26, No.7, July 2017 (SCIE Indexed) (2017): 1750107. Print ISSN: 0218-1266, Online ISSN: 1793-6454.
Raahat Devender Singh, Naveen Aggarwal, Detection of upscale-crop and splicing for digital video authentication, Digital Investigation (SCI Indexed), Elsevier, Vol. 21, pp. 31-52, June 2017. ISSN 1742-2876, IF=1.805.
Staffy Kingra, Naveen Aggarwal, R.D. Singh, “Inter-Frame Forgery Detection Approach for Surveillance and Mobile Recorded Videos”, International Journal of Electrical and Computer Engineering (IJECE), Vol. 7, No. 2, April 2017, pp. 831~841, ISSN: 2088-8708.
Poonam Singh, Maitreyee Dutta, Naveen Aggarwal, “A review of task scheduling based on meta-heuristics approach in cloud computing”, Springer International Journal, Knowledge and Information Systems (SCIE Indexed), Vol 51, issue 1, April 2017, ISSN 0219-1377 (P), ISSN 0219-3116 (E), PP 1-51, 2017,
Kaur, Arshvir, Nitakshi Sood, Naveen Aggarwal, Dinesh Vij, and Bhavdeep Sachdeva. "Traffic state detection using smartphone based acoustic sensing", Journal of Intelligent & Fuzzy Systems (SCIE Indexed), vol. 32, no. 4, pp. 3159-3166, March 2017, ISSN 1064-1246 (P), ISSN 1875-8967 (E)
Raahat Devender Singh and Naveen Aggarwal, “On the Role of Dempster-Shafer Theory of Evidence in Digital Visual Media Forensics”, eForensics Magazine, Vol. 6, No. 3, March 2017. Available: https://eforensicsmag.com/download/archaeology-live-response/ Best Forensics Tutorials, Vol 4, vol 07, No 03, ISSN: 23006986
Raahat Devender Singh, Naveen Aggarwal, “Video content authentication techniques: a comprehensive survey”, Springer Multimedia Systems, February 2017, Volume 24, Issue 2, pp 211–240 (SCI Indexed), ISSN="1432-1882",
Staffy Kingra, Naveen Aggarwal, R.D. Singh, “Video Inter-frame Forgery Detection: A Survey”, published in Indian Journal of Science and Technology, Vol 9(44), November 2016, ISSN (Print): 0974-6846, ISSN (Online): 0974-5645 (Scopus, Thomson Reuters "Web of Science" Indexed).
Singh, Raahat Devender, and Naveen Aggarwal, “The Science of Discerning the Real from the Fake”, published in Digital Forensic Insider, The Forensic magazine, Advantage Business Media, on Dec 2016, Available online at http://www.forensicmag.com/article/2016/12/science-discerning-real-fake.
Sodhi, Jasjit S., Maitreyee Dutta, and Naveen Aggarwal. "Efficacy of Artificial Neural Network based Decision Support System for Career Counseling." Indian Journal of Science and Technology Vol 9(32), August 2016, ISSN (Print) : 0974-6846 (Scopus Indexed).
Sukhija, K., Jindal, M., Aggarwal, N., “Educational Data Mining towards Knowledge Engineering: A Review state”, International Journal of Management in Education, Inderscience Publication (Scopus Indexed), vol 10, No, 1, pp 65-76, 2016.
Muskan, Naveen Aggarwal, “Analysis of Various Features using Different Temporal Derivatives from Speech Signals”, International Journal of Computer Applications 118(8):1-9, May 2015.
Karan Sukhija, Naveen Aggarwal, Manish Jindal, An Optimized Approach to CPU Scheduling Algorithm: Min-max." Journal of Emerging Technologies in Web Intelligence (Scopus Indexed) Vol: 6, Issue: 4, PP: 420-428, 2014.
Mehak, M. Kumar, and N. Aggarwal. "Web Usage Mining: An Analysis." Journal of Emerging Technologies in Web Intelligence (Scopus Indexed) Vol: 5, Issue: 3, PP: 240-246, 2013.
Kailash Kumar, Sanjeev Sofat, Naveen Aggarwal, S.K.Jain “Significance of Hash Value Generation in Digital Forensic: A Case Study” in IJERD e-ISSN 2278-067X, pp 64-70, Vol 2 (5), 2012.
Kailiash Kumar, Sanjeev Sofat, Naveen Aggarwal, S.K. Jain, “Identification of user ownership in Digital forensic using Data Mining Techniques”, International Journal of Computer Applications, Volume 50, No: 4. pp, August 2012, ISBN: 973-93-80869-53-2.
Gurpreet Kaur, Naveen Aggarwal, “Exploiting Hierarchal Structure of XML Data Using Association Rule Analysis”, in International Journal of Machine Learning & Computing, pp: 274-278, Vol:2, No:3, June 2012.
Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Effort Estimation Approach for Integrated Medical Warehouses”, International Journal of Computer Applications, Vol: 48, Number 11, PP: 32-39, June 2012, ISBN: 973-93-80869-53-2
Rajneet Kaur, Naveen Aggarwal, “Minimal Feature set for Unsupervised Classification of Knee MR Images”, International Journal of Computer Science Issues”, ISSN: 1694-0814, Vol:8, Issue: 6, No.3 pages 329-334, November 2011.
Shruti Aggarwal, Naveen Aggarwal. “Classification of Audio data using Support Vector Machines”, International journal of Computer Science & Technology, ISSN: 2229-4333, Vol: 2, No: 3, pp: 398-405, September 2011.
Kailash Kumar, Sanjeev Sofat, Naveen Aggarwal, “Identification and Analysis of hard disk drive in digital forensic”, International journal of Computer Technology & Applications, ISSN:2229-6093, Vol 2, No: 5, pp: 1674-1678, Sep-Oct 2011.
Rajneet Kaur, Naveen Aggarwal, “Classification of Knee MR Images”, International Journal of Computer Science & Engineering”, ISSN: 0976-5166, Vol2, No.3 pages 356-363, Jan- June 2011.
Gurpreet Kaur, Naveen Aggarwal, “Association Rule Mining in XML databases: Performance Evaluation and Analysis”, International Journal of Computer science and technology”, ISSN 2229-4333 (Print), ISSN: 0976 -8491, Vol 1, Issue 2, pages- 33-37, December 2010.
Pragati Garg, Naveen Aggarwal, Sanjeev Sofat “Vision Based Hand Gesture Recognition”, In Journal of World Academy of Science Engineering and Technology, Issue 49, pp 972-977, January 2009, ISSN: 1307-6892.
Megha Gupta, Naveen Aggarwal, “Performance Analysis of Classification techniques on XML dataset”, International Journal of Computer science and technology”, ISSN: 2229-4333, Vol 1, Issue 1, pages- 76-79, September 2010.
Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Mining techniques for Multimedia Repositories: A Survey” International Journal of Information Technology (IJIT), ISSN 0973-5658, pp 39-47, June 2009 New ISSN-2511-2104, 2511-2112.
Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Web Hypermedia Content Management System Effort Estimation Model” published in ACM SIGSOFT, pp 1 – 7, ISSN: 0163 -5948, March 2009
Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Automated Template Based Region Classification of Ultrasound Abdominal Images”, published in International journal of systemic, cybernetics and Informatics (IJSCI), By pentagram publications in July 2008, pp 61-66, ISSN 0973 – 4864
Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Content Management System Effort Estimation using Object Point Analysis” published in the International Journal of Computer Science & Engineering (IJCSE) by World Academy of Science Engineering & Technology, Vol 2, Number 4, Fall 2008, pp 194-201, ISSN: 2070-3937
Book Chapters
Automatic parallelization for multicore architectures: Role, importance, and opportunities, In Advanced Studies in Complex Systems, Uncertainty in Computational Intelligence-Based Decision Making, Academic Press, 2025, Pages 239-254, ISBN 9780443214752
Singh, L., Singh, S., Aggarwal, N., Singh, R. (2024). FoCLBP+2DGF: Fusion of Complete Local Binary Pattern with 2D Geometry Features for Facial Emotion Recognition in Videos. In: Lecture Notes in Electrical Engineering, vol 1248. Springer, Singapore. https://doi.org/10.1007/978-981-97-6591-1_20.
Singh, K., Sehgal, L., Aggarwal, N. (2024). Multilingual Emotion Recognition from Continuous Speech Using Transfer Learning. In Emergent Converging Technologies and Biomedical Systems. ETBS 2023. Lecture Notes in Electrical Engineering, vol 1116. Springer, Singapore.
Aggarwal, N., Saini, S.K., Baghel, S., Juneja, M. (2023). Deep Learning Techniques for Computer Aided Diagnosis of Various Cancers. In: Sobti, R.C., Ganguly, N.K., Kumar, R. (eds) Handbook of Oncobiology: From Basic to Clinical Sciences. Springer, Singapore.
Gupta, Preeti, Naveen Aggarwal, and Renu Vig. "Recent Advancements in Iris Biometrics with Indexing: A Review." Manufacturing Engineering and Materials Science: 276-289.
Juneja, M., Saini, S.K., Kaur, H., Aggarwal, N. (2023). Machine Learning Techniques in Computer-Aided Diagnosis for Effective Detection of Malignant Tissues. In: Sobti, R.C., Ganguly, N.K., Kumar, R. (eds) Handbook of Oncobiology: From Basic to Clinical Sciences. Springer, Singapore. https://doi.org/10.1007/978-981-99-2196-6_34-1.
Kumar, Sudhakar, Sunil Kr Singh, and Naveen Aggarwal. "Speculative Parallelism on Multicore Chip Architecture Strengthen Green Computing Concept: A Survey." In Advanced Computer Science Applications, pp. 3-16. Apple Academic Press, 2023.
Kingra, S., Aggarwal, N., Kaur, N. (2023). SiamLBP: Exploiting Texture Discrepancies for Deepfake Detection. In: Sisodia, D.S., Garg, L., Pachori, R.B., Tanveer, M. (eds) Machine Intelligence Techniques for Data Analysis and Signal Processing. Lecture Notes in Electrical Engineering, vol 997. Springer, Singapore. https://doi.org/10.1007/978-981-99-0085-5_36.
Aggarwal N (2023) Editorial: Biomedical image segmentation and analysis. Front. Physiol. 14:1139288. doi: 10.3389/fphys.2023.1139288.
Aggarwal, T., Sharma, N., Aggarwal, N. (2023). Gunshot Detection and Classification Using a Convolution-GRU Based Approach. In Advances in Intelligent Systems and Computing, vol 1414. Springer, https://doi.org/10.1007/978-981-19-4182-5_8
Kaur, K., Kaur, S., Kumar, K., Aggarwal, N., & Mangat, V. (2022). Mininet-WiFi as Software-Defined Wireless Network Testing Platform. In Security and Resilience of Cyber Physical Systems (pp. 91-102). Chapman and Hall/CRC.
Singh, V.P., Vijay, T., Tushita, Sonal, Angmo, R., Aggarwal, N. (2022). Secure Communication in Peer-to-Peer Network Based on Trust-Based Model. In: Cyber Security in Intelligent Computing and Communications. Studies in Computational Intelligence, vol 1007. Springer, https://doi.org/10.1007/978-981-16-8012-0_13, 12 March 2022, Print ISBN: 978-981-16-8011-3
Singh P., Dutta M., Aggarwal N. (2021) Budget-Oriented Reliable WDO Algorithm for Workflow Scheduling in Cloud Systems. In: Communication and Intelligent Systems. Lecture Notes in Networks and Systems, vol 204. 29 June 2021 Springer, Singapore. https://doi.org/10.1007/978-981-16-1089-9_59, Print ISBN: 978-981-16-1088-2, Online ISBN: 978-981-16-1089-9
Saluja, Kshitij, and Naveen Aggarwal. "Real-Time Detection of Inter-Frame Video Forgeries in Surveillance Videos." In Progress in Advanced Computing and Intelligent Engineering, pp. 497-505. vol 1299. Springer, Singapore, April, 2021.. https://doi.org/10.1007/978-981-33-4299-6_41, Print ISBN: 978-981-33-4298-9 Online ISBN: 978-981-33-4299-6
Kaur S., Kumar K., Aggarwal N. (2021) A Review of Security Threats in Software-Defined Networking. In: Singh B., Coello Coello C.A., Jindal P., Verma P. (eds) Intelligent Computing and Communication Systems. Algorithms for Intelligent Systems. Springer, Singapore.https://doi.org/10.1007/978-981-16-1295-4_13, Print ISBN 978-981-16-1294-7, Online ISBN 978-981-16-1295-4
Kaur S., Kumar K., Aggarwal N. (2021) DDoS Defense Mechanisms for SDN Control Plane. In: Smys S., Palanisamy R., Rocha Á., Beligiannis G.N. (eds) Computer Networks and Inventive Communication Technologies. Lecture Notes on Data Engineering and Communications Technologies, vol 58. Springer, Singapore. https://doi.org/10.1007/978-981-15-9647-6_83 Print ISBN 978-981-15-9646-9, Online ISBN 978-981-15-9647-6
Angmo R., Mangat V., Aggarwal N. A Study of Efficient Methods for Selecting Quasi-identifier for Privacy-Preserving Data Mining. In Computational Methods and Data Engineering. Advances in Intelligent Systems and Computing, vol 1227. Springer, Singapore. https://doi.org/10.1007/978-981-15-6876-3_24, August 2020, Print ISBN:978-981-15-6875-6, Online ISBN: 978-981-15-6876-3
Singh I., Singh V.P., Aggarwal N. (2020) Comparative Study on Punjabi Document Clustering. In: Bansal J., Gupta M., Sharma H., Agarwal B. (eds) Communication and Intelligent Systems. ICCIS 2019. Lecture Notes in Networks and Systems, vol 120. Springer, Singapore.
Kumar, Saroj, Parminder Singh, Shankar Sehgal, Harmesh Kumar, Naveen Aggarwal, Sarbjeet Singh, and Deepam Goyal. "Application of industrial internet of things for online monitoring of bearings." In Recent Advances in Mechanical Engineering, pp. 333-342. Springer, Singapore, 2020.
Singh,G. Mittal, A., Aggarwal, N, “Deep Convolution Neural Network Based Denoiser for Mammographic Images” in Advances in Computing and Data Sciences, Springer 2019, eBook ISBN: 978-981-13-9939-8, Softcover ISBN 978-981-13-9938-1.
Lavisha Garg, Akashdeep, Naveen Aggarwal, “A Hybrid Feature Reduced approach for Intrusion Detection System”, in a book Computer and Network Sustainability, Lecture Notes in Networks and Systems, by Springer 2019, eBook ISBN: 978-981-13-7150-9 Hardcover ISBN:978-981-13-7149-3
Bansal, A., Aggarwal, N., Vij, D., Sharma, A. “An off the shelf CNN features based approach for vehicle classification using acoustics” in Lecture Notes in Computational Vision and Biomechanics, 30, pp. 1163-1170. DOI: 10.1007/978-3-030-00665-5_11, 2019, ISBN 978-3-030-00664-8.
Sukhija, K., Jindal, M., Aggarwal, N., “EDARC: Collaborative Frequent Pattern and Analytical Mining Tool for Exploration of Educational Information”, In Recent Findings in Intelligent Computing Techniques, Chapter No 26, Springer ISBN: 978-981-10-8632-8, November 2018.
Singh V.P., Aggarwal N., Hussain M., Raina C.K. “A New Approach to Provide Authentication Using Acknowledgment”, In Progress in Advanced Computing and Intelligent Engineering. Advances in Intelligent Systems and Computing, vol 713. Springer, Singapore, 2018. Print ISBN 978-981-13-1707-1, Online ISBN 978-981-13-1708-8
Kaur M., Singh S., Aggarwal N. “Study of NoSQL Databases for Storing and Analyzing Traffic Data”. In: Proceedings of 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, vol 46. Springer, , Print ISBN: 978-981-13-1216-8, Online ISBN:978-981-13-1217-5, September 2018
Bansal N., Akashdeep, Aggarwal N., “ Deep Learning Based Shadow Detection in Images”,. In: Proceedings of 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, vol 46. Springer, Print ISBN: 978-981-13-1216-8, Online ISBN:978-981-13-1217-5, September 2018.
Singh L., Singh S., Aggarwal N., “Two-Stage Text Feature Selection Method for Human Emotion Recognition”, In: Proceedings of 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, vol 46. Springer, Print ISBN: 978-981-13-1216-8, Online ISBN:978-981-13-1217-5, September 2018.
Angmo R., Mangat V., Naveen Aggarwal , “Preserving User Location Privacy in Era of Location-Based Services: Challenges, Techniques and Framework”. Proceedings of 2nd International Conference on Communication, Computing and Networking. Lecture Notes in Networks and Systems, vol 46. Springer, Print ISBN: 978-981-13-1216-8, Online ISBN:978-981-13-1217-5, September 2018
Kaur A., Aggarwal, Naveen, et al. (2018) Selection of a Hall Sensor for Usage in a Wire Rope Tester. In: Nandi A., Sujatha N., Menaka R., Alex J. (eds) Computational Signal Processing and Analysis. Lecture Notes in Electrical Engineering, vol 490, pp: 361-371, ISBN 978-981-10-8353-2 ISBN 978-981-10-8354-9 (eBook), https://doi.org/10.1007/978-981-10-8354-9 Springer, Singapore
Poonam, Maitrayee Dutta, Naveen Aggarwal, “Meta-Heuristics Based Approach for Workflow Scheduling in Cloud Computing: A Survey”, Artificial Intelligence and Evolutionary Computations in Engineering Systems by Springer, Vol 394, pp 1331-1345, in series Advances in Intelligent Systems and Computing, ISBN: 978-81-322-2654-3, Chapter DOI 10.1007/978-81-322-2656-7_121, February 2016.
Goyal, Neetu, Naveen Aggarwal, and Maitreyee Dutta. "A Novel Way of Assigning Software Bug Priority Using Supervised Classification on Clustered Bugs Data." Advances in Intelligent Informatics. Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 320), Springer International Publishing, 2015. 493-501.
Singh, Raahat Devender, and Naveen Aggarwal. "Novel Research in the Field of Shot Boundary Detection–A Survey." Advances in Intelligent Informatics. Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 320) , Springer International Publishing, 2015. 457-469.
Ranjeet Singh, Naveen Aggarwal, “Recent Trends and Developments for Standardization of Video Quality Assessment Metrics” published in SPRINGER Book New Trends in Networking, Computing, E-learning, Systems Sciences, and Engineering, Lecture Notes in Electrical Engineering, Vol 312, Paper Chapter 58, ISBN NO: 978-3-319-06764-3
Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Content Management System Effort Estimation using Bagging Predictors” , SPRINGER Book “Technological Development in Education and Automation”, pp 19-24, ISBN: 978-90-481-3655-1 and e-ISBN: 978-90-481-3656-8, DOI: 10.1007 /978-90-481-3656-8, January 2010.
Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Region of Interest Labeling of Ultrasound Abdominal Images using Hausdorff Distances” ,SPRINGER book “Novel Algorithms and Techniques in Automation, Industrial Electronics and Telecommunications” September 2008, XVI, 191-196pp , ISBN: 978-1-4020-8734-9 2008.
Research Publications in Conferences
1. “Recent Advancements in Iris Biometrics with Indexing: A Review” presented in International Conference on Advances in Materials and Manufacturing Technology (AMMT-2022) on October 6-7, 2022.
2. Aggarwal, Anshal, Lakshitaa Sehgal, and Naveen Aggarwal. "SentNet: a system to recognise human sentiments in real time, in proceedings of IET 7th International Conference on Computing in Engineering & Technology (ICCET 2022), 2022 p. 164 – 170
3. Gunshot Detection and classification using a Convolution-GRU based approach in International Conference on Emerging Trends and Technologies on Intelligent Systems (ETTIS-2022) in association with the Petroleum-Gas University of Ploiesti, Romania, organized by MEITY, CDAC, Noida, (Best Paper Award)
4. “SiamLBP: Exploiting texture discrepancies for DeepFake Detection” in the 4th International Conference on Machine Intelligence and Signal Processing (MISP 2022) Best Paper Award, March 12 - 14, 2022.
5. R. Singh, R. Angmo, V. Jha, P. Singh, V. P. Singh and N. Aggarwal, "Internet of Things (IoT) Protocols, Communication Technologies, and Services in Industry," 2021 3rd International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), 2021, pp. 1407-1413, doi: 10.1109/ICAC3N53548.2021.9725410.
6. Singh, N. Aggarwal and V. P. Singh, "AcouSense: A Deep Learning Based Real-Time Acoustic Triggering System," 2021 IEEE Bombay Section Signature Conference (IBSSC), 2021, pp. 1-6, doi: 10.1109/IBSSC53889.2021.9673469
7. “BaroSense: Using Barometer for Traffic Congestion Detection and Path Estimation With CrowdSourcing”, presented in19th ACM Conference on Embedded Networked Sensor Systems SenSys 2021, November 14-17, 2021, in Coimbra, Portugal.
8. L. Singh, S. Singh, N. Aggarwal, R. Singh and G. Singla, "An Efficient Temporal Feature Aggregation of Audio-Video Signals for Human Emotion Recognition," 2021 6th International Conference on Signal Processing, Computing and Control (ISPCC), 2021, pp. 660-668, doi: 10.1109/ISPCC53510.2021.9609528.
9. Kumar, S., Singh, S. K., Aggarwal, N., & Aggarwal, K. (2021). Efficient speculative parallelization architecture for overcoming speculation overheads. In International Conference on Smart Systems and Advanced Computing (Syscom-2021) (Best Paper Award)
10. Thakur, M., Dhiman, R.K., Singh, S., and Aggarwal, N. (2020). Risk Evaluation and Prediction of Rock Fall Prone Areas for Manikaran, Himachal Pradesh, India. International Workshop (Webinar) on “Assessment and mitigation of Landslides in the Himalaya” by Wadia Institute of Himalayan Geology, Dehradun,
10.India. (13-14 March 2020) https://www.wihg.res.in/wp-content/uploads/2020/11/Final-Abstract-Volume.pdf
11. Kumar, S., Singh, S. K., Aggarwal, N. The concept of Speculative Parallelism on Multicore Chip Architecture strengthens the concept of Green Computing. (2020, December). In Proceedings of 2nd International Conference on Networks and Cryptology (NetCrypt), December 4-6, 2020, JNU, New Delhi, Machine Learning Algorithms for Application Security, CRC, Taylor Francis Group.
12. Kumar, S., Singh, S. K., Aggarwal, N. A Sustainable Approach of Speculative Parallelism to achieve Energy Efficiency. In Proceedings of 1st International Conference on Technological Advancement: Stepping towards Sustainable Development, 08-09, Feb, 2023, SVIET, BANUR, Mohali. –( Best Paper Award).
13. “Application of Industrial Internet of Things for Online Monitoring of Bearings”, National Conference on Advances in Mechanical Engineering (NCAME 2019)
14. N. Kala, T. Bhatia and N. Aggarwal, "Person Identification and Characterization from Gait Using Smartphone," 2019 11th International Conference on Communication Systems & Networks (COMSNETS), Bengaluru, India, 2019, pp. 492-495.doi: 10.1109/COMSNETS.2019.8711131
15. Rajat Anand, Naveen Aggarwal, Vijay Paul Singh, “Automatic triggering of Acoustic Sensing by Human Activity Recognition using the Accelerometer”, First prize in Poster presentation, ACM Compute 2018, October 12-14 2018.
16. Akanksha Chuchra, Iknoor Singh, Vijay Paul Singh, Naveen Aggarwal, “Automatic triggering of Similarity Analysis and Plagiarism Detection for Punjabi Documents using NLP”, Poster presentation in ACM Compute 2018, October 12-14 2018
17. S. Soni, N. Aggarwal, D. Vij and A. Doegar, "Acoustic Scene Classification for Personal Commuting Mode: Detecting Polluting vs. Non Polluting Vehicles," IEEE 8th International Conference on Cloud Computing, Data Science & Engineering (Confluence), Noida, India, 2018, pp. 274-279. doi: 10.1109/CONFLUENCE.2018.8442576, URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8442576&isnumber=8442430
18. P. Singh, M. Dutta and N. Aggarwal, "Bi-objective HWDO Algorithm for Optimizing Makespan and Reliability of Workflow Scheduling in Cloud Systems," 2017 14th IEEE India Council International Conference (INDICON), Roorkee, 2017, pp. 1-9. doi: 10.1109/INDICON.2017.8487600
19. Samridhi, Simran, Naveen Aggarwal, Bhaskaran Raman KK Ramakrishnan, and Divya Bansal “Barotrack: Low Cost tracking of Commuters on Road”, ACM Second International Workshop on Mobility, Interference and MiddleWare Management in HetNets (MobiMWareHN 2017),ACM Eighteenth International Symposium on Mobile Ad Hoc Networking and Computing MobiHoc 2017, 10-14 July 2017, Chennai, India.
20. Nitakshi Sood, Arshvir Kaur, Dinesh Vij, and Naveen Aggarwal, “Traffic State Detection Using Smartphone Based Acoustic Sensors”, Poster presented in Chandigarh Science Congress (CHASCON), March 09-11, 2017, and also Poster presented in 3rd Festival Of Innovation, Rashtrapati Bhawan, March 4-10, 2017, New Delhi, India.
21. Poonam, Maitrayee Dutta, Naveen Aggarwal, “Wind Driven optimization based Workflow scheduling in cloud computing”, Proceedings of International Conference on Communication, Computing and Networking (ICCCN 2017), ISBN: 978-8-193-38970-6, vol. 1, pp. 283-292, March 23-24, 2017, Department of Computer Science & Engg., NITTTR, Chandigarh, India.
22. Rohit Handa, C. Ramkrishna, Naveen Aggarwal, “Privacy Preserving Multi-keyword search supporting synonym query over encrypted data”, Proceedings of International Conference on Communication, Computing and Networking (ICCCN 2017), ISBN: 978-8-193-38970-6, vol. 1, pp. 269-277, March 23-24, 2017, Department of Computer Science & Engg., NITTTR, Chandigarh, India.
23. Shikha Soni, Naveen Aggarwal, Dinesh Vij, and Amit Doegar, “A Review on Acoustic Vehicular Classification (Paper ID: ICCCN-17-240)”, Proceedings of International Conference on Communication, Computing and Networking (ICCCN 2017), ISBN: 978-8-193-38970-6, vol. 1, pp. 75-83, March 23-24, 2017, Department of Computer Science & Engg., NITTTR, Chandigarh, India.
24. Ankit, Akhilesh, Abhinav, Naveen Aggarwal, “Bus Arrival Detection using Bluetooth Low Energy” Proceedings of International Conference on Communication, Computing and Networking (ICCCN 2017), ISBN: 978-8-193-38970-6, vol. 1, pp. 9-14, March 23-24, 2017, Department of Computer Science & Engg., NITTTR, Chandigarh, India.
25. Vij, Dinesh, Naveen Aggarwal, Bhaskaran Raman KK Ramakrishnan, and Divya Bansal. "Acoustic Scene Classification Based On Spectral Analysis and Feature-Level Channel Combination." IEEE Detection and Classification of Acoustic Scenes and Events 2016 Workshop (DCASE2016), September 2016, Budapest, Hungary, https://www.cs.tut.fi/sgn/arg/dcase2016/documents/ challenge_technical_ reports/Task1/ Aggarwal_2016_task1.pdf
26. Kumar, N. Aggarwal, “Tertiary Water Management for Smart cities” presented in IETE National Conference on Latest Initiatives & Innovations in Communication and Electronics (IICE-2016) held at Chandigarh University on 29 April 2016.
27. Dimri, H. Singh, N. Aggarwal, B. Raman, D. Bansal and K. K. Ramakrishnan, "RoadSphygmo: Using barometer for traffic congestion detection," 2016 8th International Conference on Communication Systems and Networks (COMSNETS), Bangalore, 2016, pp. 1-8.
doi: 10.1109/COMSNETS.2016.7439942.
28. S. Chaudhary, T. Kaur, N. Aggarwal, B. Raman, D. Bansal and K. K. Ramakrishnan, "Bus boarding event detection using smartphone sensors," 2016 8th International Conference on Communication Systems and Networks (COMSNETS), Bangalore, 2016, pp. 1-6.
doi: 10.1109/COMSNETS.2016.7439930.
29. Megha Chaudhary, Aneesh Bansal, Gurdit Singh, Divya Bansal, Bhaskaran Raman, Naveen Aggarwal, K. K. Ramakrishnan, “Finding Occupancy in Bus using Crowdsourced data from Smartphones”, 17th International Conference on Distributed Computing and Networking (ICDCN) Singapore, January 4-7, 2016
30. K. Sukhija, M. Jindal and N. Aggarwal, "The recent state of educational data mining: A survey and future visions," IEEE 3rd International Conference on MOOCs, Innovation and Technology in Education (MITE), 2015, pp. 354-359. doi: 10.1109/MITE.2015.7375344.
31. Nidhi Chaudhary, Maitreyee Dutta, and Naveen Aggarwal, “ A Review on Opinion Mining and Sentimental Analysis.”, Proceedings on National Conference on Computing Technologies, NITTTR, Chandigarh, March 30-31, 2015.
32. Anirudh Vemula, Nikhil Patil, Vivek Paharia, Aneesh Bansal, Megha Choudhury, Naveen Aggarwal, Divya Bansal, K. K. Ramakrishnan, Bhaskaran Raman, “Improving Public Transportation Through Crowd-Sourcing”, in proceedings of 7th International Conference on Communication and Networks (COMSNETS 2015), ITRA Workshop, Jan 6-10, 2015.
33. Ravi Bhandari, Megha Chaudhary, Aneesh Bansal, Bhaskaran Raman, Naveen Aggarwal, Divya Bansal, K. K. Ramakrishnan, “GSM-based Positioning for Public Transportation Commuters”, in proceedings of 7th International Conference on Communication and Networks (COMSNETS 2015), ITRA Workshop, Jan 6-10, 2015.
34. Raahat Devender Singh and Naveen Aggarwal, “Detection of Re-compression, Transcoding and Frame-deletion for Digital Video Authentication”, in proceedings of IEEE 2nd International Conference on Recent Advances in Engineering & Computational Sciences, Chandigarh, India, December 2015. Available: http://ieeexplore.ieee.org/document/7453337/ https://doi.org/10.1109/RAECS.2015.7453337
35. Karan Sukhija, Naveen Aggarwal, “ Information Technology and State Perspective on Special Economic Zones (SEZS)”, in proceedings of National Seminar on Special Economic Zones: Prospects and Challenges” organized at DAV College Chandigarh on October 2014.
36. Muskan and Naveen Aggarwal, “Punjabi Speech Recognition: A Survey”, Proceedings of International Conference on Advances in Engineering & technology, ICAET, Roorkee, INDIA May 2014, ISBN: 978-1-63248-028-6.
37. Neetu Goyal, Maitrayee Dutta, Naveen Aggarwal, “A Novel Way of Assigning Software Bug Priority using Classification and Clustering”, presented in International Conference on Computer Network and Information Technology (ICCNIT) held at NITTTR, Chandigarh on 20-21 March 2014.
38. Sandeep Kumar, Naveen Aggarwal, C. RamaKrishna, “Review of Malicious Data Classification Using structural Information and Behavioral Specifications in Executables and Proposed Solution”, presented in International Conference on Computer Network and Information Technology (ICCNIT) held at NITTTR, Chandigarh on 20-21 March 2014.
39. Nidhi, Naveen Aggarwal, “A Review on Video Quality Assessment” published in proceedings of IEEE International Conference on Recent Advances in Engineering and Computational Sciences (RAECS-2014), ISBN: 978-1-4799-2291-8/14, held at Panjab University, Chandigarh, 6-8 March 2014.
40. Sandeep Kumar, Naveen Aggarwal, C. RamaKrishna, “Malicious Data Classification Using Structural Information and Behavioral Specifications in Executables” published in proceedings of IEEE International Conference on Recent Advances in Engineering and Computational Sciences (RAECS-2014), ISBN: 978-1-4799-2291-8/14, held at Panjab University, Chandigarh, 6-8 March 2014.
41. Ranjeet Singh, Naveen Aggarwal, “State of the Art ad Research Issues in Video Quality Assessment” presented and published in proceedings of IEEE International Conference on Recent Advances in Engineering and Computational Sciences (RAECS-2014), ISBN: 978-1-4799-2291-8/14, held at Panjab University, Chandigarh, 6-8 March 2014.
42. Naveen Aggarwal, “Challenges of Video Quality Assessment in Forensic Science”, presented in 7th Chandigarh Science Congress (CHASCON-2013), 26-28, Feb 2013.
43. Naveen Aggarwal, “Web Usage Mining: Applications”, presented in 7th Chandigarh Science Congress (CHASCON-2013), 26-28, Feb 2013.
44. Neha Sethi, Naveen Aggarwal, “Timestamp Issues in Digital Forensic Investigation of Secondary Storage Devices”, presented in 6th Chandigarh Science Congress (CHASCON-2012), 26-28, Feb 2012.
45. Mandeep Kaur, Naveen Aggarwal, “Analysis of Lung Segmentation and Boundary Correction Techniques on Lung CT Image”, presented in 6th Chandigarh Science Congress (CHASCON-2012), 26-28, Feb 2012.
46. Neha Sethi, Naveen Aggarwal, “Association Rules based on NTFS File System Metadata for Computers Forensics”, published in proceedings of IEEE International Conference of Information Maagement in Knowledge Economy, 16 July 2012, ISBN: 978-81-920249-6-7.
47. Naveen Aggarwal, “Computer Forensic Analysis by Tracing Usage History through System Files” presented in the National Conference on Emerging Trends in Computer Engineering and Information Technology organized by NITTTR, Chandigarh from 22-23 March 2012.
48. Rajneet Kaur, Naveen Aggarwal, “Segmentation of Knee MR Images using Watershed and Active Contour Model”, published in the Proceedings of 5th Chandigarh Science Congress (CHASCON-2011), 26-28, Feb 2011.
49. Puneet Hundal, Naveen Aggarwal, Maitrayee Dutta, “Web Usage Mining: A Boon for Web Designers”, published in the Proceedings of 5th Chandigarh Science Congress (CHASCON-2011), 26-28, Feb 2011.
50. Shruti Aggarwal, Naveen Aggarwal, “Challenges and Issues in Speech Information Retrieval”, published in the Proceedings of 5th Chandigarh Science Congress (CHASCON-2011), 26-28, Feb 2011
51. Gurpreet Kaur, Naveen Aggarwal, “Exploiting hierarchal structure of XML data using association rule analysis”, published in the proceedings on IEEE International conference on Computer and Computation Intelligence, ICCCI 2010, held 0n December 25-26 2010, at Nanning CHINA.
52. Naveen Aggarwal, “Effect of hierarchal association on Analysis of XML data”, published in the proceedings on IEEE Conference on Cognizance of Applied Engineering and Research (IEEE – ICAER ‘ 10) held on 29th October 2010 at UIET, Panjab University, Chandigarh.
53. Jasjit Singh Sodhi, Naveen Aggarwal, Maitrayee Dutta , “Development and Evaluation of ANN based Decision Support System for selection of vocational stream of pursuit” published in the proceedings of National conference on Computing, Communication and Control, CCC-09 held at Panjab University, Chandigarh, 23-24 Oct 2009.
54. Naveen Aggarwal, Megha Gupta, “Review of Classification Techniques on XML Data” published in the proceedings of National conference on Computing, Communication and Control, CCC-09 held at Panjab University, Chandigarh, 23-24 Oct 2009.
55. Naveen Aggarwal, Gurpreet Kaur “Performance Analysis of Association Rules on Web 2.0” published in the proceedings of National conference on Computing, Communication and Control, CCC-09 held at Panjab University, Chandigarh, 23-24 Oct 2009.
56. Gurpreet Kaur, Naveen Aggarwal, “Review of association rule analysis on XML Web pages”, in proceedings of National Conference (ATET-09), 6-7 Nov 2009.
57. Gurpreet Kaur, Naveen Aggarwal, “Rule generation of XML data using association rule analysis”, 4th Chandigarh Science Congress, CHASCON 2010, 19-20 March, 2010.
58. Gurpreet Kaur, Naveen Aggarwal, “Exploiting hierarchal structure of XML data using association rule analysis”, in the proceedings of National Conference on Challenge in Emerging Computer Technologies (CECT’10), Rayat & Bahra Instt. Of Engg. & Biotechnology, Mohali, April 8-9, 2010.
59. Ruchi Rani,Naveen Aggarwal “Web Mining: Providing World the more useful and Interesting Environment”, 3rd Chandigarh Science Congress (CHASCON-2009), 26- 28 Feb 2009.
60. Ruchi Rani, Naveen Aggarwal, “Summarized Review of Clustering Algorithms and its application on Web”, National conference on Computing, Communication and Control, CCC-09, Panjab University, Chandigarh, 23-24 Oct 2009.
61. Ruchi Rani, Naveen Aggarwal, “The Clustered World: Clustering of Web 2.0”, National Conference (ATET-09), 6-7 Nov 2009.
62. Ruchi Rani, Naveen Aggarwal, “Clustering of XML documents on Web 2.0: The Clustered Web”, 4th Chandigarh Science Congress, (CHASCON- 2010), 19-20 March 2010.
63. Ruchi Rani, Naveen Aggarwal, “From Data to useful information: Clustering of XML Data”, in proceedings of National Conference on Challenge in Emerging Computer Technologies (CECT’10), Rayat & Bahra Instt. Of Engg. & Biotechnology, Mohali, 8-9 April 2010.
64. Megha Gupta, Naveen Aggarwal, “Performance Analysis of Classification techniques”, National Conference (ATET-09), 6-7, November 2009
65. Megha Gupta, Naveen Aggarwal, “Classification using Support Vector Machines”, 4th Chandigarh Science Congress 2010, 19-20 March 2010
66. Megha Gupta, Naveen Aggarwal, “Classification techniques analysis”, Golden jubilee conference, NCCI’10, CSIO-CSIR, 19-20 march 2010
67. Megha Gupta, Naveen Aggarwal, “Exploring hierarchical structure of XML data using classification techniques”, National Conference on Challenge in Emerging Computer Technologies (CECT’10), April 8th-9th, 2010.
68. Pragati Garg, Naveen Aggarwal, Sanjeev Sofat “Feature Selection for Vision Based Object Recognition”. In Proceedings, IEEE International Advance Computing Conference, held at Thapar University, March 2009
69. Pragati Garg, Naveen Aggarwal, Sanjeev Sofat “”, in the proceedings of World Congress On Science, Engineering And Technology, held at Dubai, Issue 49, pp 972-977, ISSN: 2070-3740, pp 1024-1029, January 28-30, 2009.
70. Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Content Management System Effort Estimation using Bagging Predictors”, presented in IEEE CISSE 2008 conference , 5-13 December 2008 , Bridgeport, USA
71. Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Detecting Camera Movements & Production Effects in Digital Videos” published in proceedings of ACM COMPUTE 2008 , pp 61-66, ISBN:978-1-59593-950-0, 18-20, January 2008
72. Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Region of Interest Labeling of Ultrasound Abdominal Images using Hausdorff Distances” presented in IEEE CISSE 2007 , 3-12 December 2007 in Bridgeport, USA, pp 191-196
73. Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Gradual Transition Detection in Digital Videos using Area Correlation” published in proceedings of IEEE TENCON 2006, pp 12-18, 14-17, November 2006 at Hong Kong, China,. ISBN: 1-4244-0548-3, Digital Object Identifier: 10.1109/TENCON.2006.343907.
74. Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Detecting Camera Movement features in Video Sequences” published in proceedings of First International Conference on Multidisciplinary Information Sciences and Technologies (InSciT2006) held on October, 25-28th 2006, at Mérida, Spain, ISBN 84-611-3104-5.
75. Naveen Aggarwal, Nupur Prakash, Sanjeev Sofat, “Temporal Video segmentation using cross correlation” published in proceedings of VIE 2006, pp 7-12, The third international conference on Visual Information Engineering by IET, held on 26-28 Sep, 2006 at Bangalore, India. ISSN: 0537-9989. Print ISBN: 978-0-86341-671-2.
76. Naveen Aggarwal, Mohit Singla “Performance Analysis of Document Classification Methods for Content based Web Personalization” in proceedings of IEEE ITNG 2006, The third international conference on Information Technology: New Generations by IEEE, held on 10-12 Apr 2006, at Las Vegas, USA. ISBN 0-7695-2497-4
77. Naveen Aggarwal, Sushil Aggarwal, “A Concurrent Lookup protocol for Routing table management using Main Memory Database Systems” presented & published in proceedings of ICCII-2005, International Conference on Challenges and Opportunities in IT Industry held on 12 November 2005 at PCTE campus, Ludhiana
78. Kirti Minhas, Naveen Aggarwal, “Cross-Correlation Based Online Human Activity Recognition” awarded as best paper in Chandigarh science Congress, Empowering India by Scientific Integration, Innovation and Invention, CHASCON 2008.
79. Sumit Sharma, Naveen Aggarwal, “Background Subtraction Techniques in Digital Videos”, presented and published in the proceedings of National Conference on Emerging Trends in Wireless Communication & E-Security (WCES-2007) held at Punjab Engineering College, Chandigarh, 11-12 Jan 2007.
80. Naveen Aggarwal, Late Dr. R.S. Prasad, “A Time Stamp based mechanism Routing table management using MMDS” presented & published in proceedings of National Symposium on “Emerging trends in Networking & Mobile Communication” held on 5-6th September 2003.
81. Naveen Aggarwal, Late Dr. R.S. Prasad, “Emerging Algorithms for Routing in Wireless Ad Hoc Networks” accepted & published in National Symposium on “Emerging trends in Networking & Mobile Communication” held on 5-6th September 2003
82. Naveen Aggarwal, Late Dr. R.S. Prasad, “A Review of QOS Routing Protocols in Mobile Ad hoc Networks” accepted & published in National Symposium on “Emerging trends in Networking & Mobile Communication” held on 5-6th September 2003.
83. Naveen Aggarwal, Ajay Mittal, “Rational Information Agents for Enabling Education in Virtual Business Markets”, accepted & presented in National Seminar on ICT enabled Education held on 17-18 Nov 2004 at NITTTR, Chandigarh.
84. Naveen Aggarwal, Ajay Mittal, “Key Challenges in Implementation of ICT enabled education”, accepted & presented in National Seminar on ICT enabled Education held on 17-18 Nov 2004 at NITTTR, Chandigarh.
Edited Publications:
1. Deep learning techniques for cancer classification using microarray gene expression data, Surbhi Gupta Manoj K. Gupta Mohammad Shabaz Ashutosh Sharma, Frontiers in Physiology, Published on 30 Sep 2022
2. Early and accurate detection of melanoma skin cancer using hybrid level set approach, Mahmoud Ragab Hani Choudhry Mohammed W. Al-Rabia Sami Saeed Binyamin Ahmed A. Aldarmahi Romany F. Mansour, Frontiers in Physiology, Published on 30 Sep 2022
3. Short-pulsed micro-magnetic stimulation of the vagus nerve, Hongbae Jeong Annabel Cho Ilknur Ay Giorgio Bonmassar, Frontiers in Physiology, Published on 30 Sep 2022
4. Medical ultrasound image speckle reduction and resolution enhancement using texture compensated multi-resolution convolution neural network, Muhammad Moinuddin Shujaat Khan Abdulrahman U. Alsaggaf Mohammed Jamal Abdulaal Ubaid M. Al-Saggaf Jong Chul Ye, Frontiers in Physiology, Published on 30 Sep 2022
5. Precision sketching with de-aging networks in forensics, Jason Elroy Martis M. S. Sannidhan N. Pratheeksha Hegde L. Sadananda, Frontiers in Physiology, Published on 30 Sep 2022
navagg@gmail.com, navagg@pu.ac.in,