NIT Jalandhar

डा बी आर अम्बेडकर राष्ट्रीय प्रौद्योगिकी संस्थान, जालंधर
Dr B R Ambedkar National Institute of Technology, Jalandhar

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  • Research Profile
  • Journal Publications
  • Conference Publications
  • Book/Chapter Publications
  • Research Projects
  • Events Organized
  • Professional Affiliations
  • PhD Supervised
  • PG Dissertation Guided
  • Patents
  • Admin. Responsiblities
  • Award and Honours
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Dr Renu Dhir

Name : Dr Renu Dhir
Designation : Associate Professor
Department : Computer Science & Engg.
Qualification : PhD Computer Science and Engineering (Punjabi University Patiala)
M Tech Computer Science (Thapar University Patiala)
B Sc Engg. Electrical (Panjab University Chandigarh)
Address : NIT Campus NIT Jalandhar

Jalandhar (Punjab) - 144011
Phone : 9417199050
Email ID : dhirr@nitj.ac.in
Fax :

Other Profile Links

Personal Web Link :
Google Scholar Link : Dr Renu Dhir

Research Profile

Research Interests : Image Processing, Pattern Recognition, Information Security, Artificial Intelligence and Soft Computing
Brief Research Profile: : Seven (11) Ph D research scholars have completed their degree and 1 have submitted their thesis and 7 are in the process of completing.

Journal Publications

Year Journal Publication
2022 Applications of Machine Intelligence in Engineering Kirti Sonkar, Rajneesh Rani, Renu Dhir,"Iris Recognition Using Transfer Learning of Inception V3"
2022 Arabian Journal of Geosciences Monia Digra, Renu Dhir, Nonita Sharma,"Land use land cover classification of remote sensing images based on the deep learning approaches: a statistical analysis and review"
2022 International Journal of Image and Graphics Rajneesh Rani, Renu Dhir, Deepti Kakkar, Nonita Sharma,"Script identification for printed and handwritten Indian documents: An empirical study of different feature classifier combinations"
2021 Applied Intelligence Naveen Bilandi, Harsh K Verma, Renu Dhir,"hPSO-SA: hybrid particle swarm optimization-simulated annealing algorithm for relay node selection in wireless body area networks"
2021 Sustainable Computing: Informatics and Systems Naveen Bilandi, Harsh K Verma, Renu Dhir,"Energy-efficient relay node selection scheme for sustainable wireless body area networks"
2021 Arabian Journal for Science and Engineering Naveen Bilandi, Harsh K Verma, Renu Dhir,"An intelligent and energy-efficient wireless body area network to control coronavirus outbreak
2021 Applications of Machine Intelligence in Engineering Kirti Sonkar, Rajneesh Rani, Renu Dhir,"Iris Recognition Using Transfer Learning of Inception V3"
2021 Arabian Journal of Geosciences Monia Digra, Renu Dhir, Nonita Sharma," Dr Renu Dhir [PDF] from researchgate.net Land use land cover classification of remote sensing images based on the deep learning approaches: a statistical analysis and review"
2021 International Journal of Image and Graphics Rajneesh Rani, Renu Dhir, Deepti Kakkar, Nonita Sharma,"Script identification for printed and handwritten Indian documents: An empirical study of different feature classifier combinations"
2020 International Journal of Data Mining, Modelling and Management Aarti, Geeta Sikka, Renu Dhir,"Grey relational classification algorithm for software fault proneness with SOM clustering"
2020 International Journal of Image and Graphics Tanvi Arora, Renu Dhir," Geometric feature-based classification of segmented human chromosomes"
2020 CAAI Transactions on Intelligence Technology Naveen Bilandi, Harsh K Verma, Renu Dhir,"AHP–neutrosophic decision model for selection of relay node in wireless body area network"
2020 Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science) Ishan Kumar, Renu Dhir, Gurpreet S Lehal, Sanjeev Kumar Sharma,"Design of dynamic morphological analyser for Hindi nouns using rule based approach"
2019 Int. Arab J. Inf. Technol. Tanvi Arora, Renu Dhir,"A novel approach for segmentation of human metaphase chromosome images using region based active contours."
2019 International Journal of Intelligent Engineering Informatics Aarti, Geeta Sikka, Renu Dhir,"Threshold-based empirical validation of object-oriented metrics on different severity levels"
2019 International Journal of Computational Systems Engineering Aarti, Geeta Sikka, Renu Dhir,"Empirical validation of object-oriented metrics on cross-projects with different severity levels"
2019 International Journal of Intelligent Systems Design and Computing Aarti, Geeta Sikka, Renu Dhir,"Regression-based software fault prediction using biogeography-based optimisation (R-BBO)"
2019 Multimedia Tools and Applications Tanvi Arora, Renu Dhir,"A variable region scalable fitting energy approach for human Metaspread chromosome image segmentation'
2019 SN Applied Sciences Naveen Bilandi, Harsh K Verma, Renu Dhir,"PSOBAN: a novel particle swarm optimization based protocol for wireless body area networks"
2019 EAI Endorsed Transactions on Pervasive Health and Technology Naveen Bilandi, Harsh K Verma, Renu Dhir,"An Energy Efficient Health Monitoring System using Relay Node in Wireless Body Area Networks"
2017 AnKnowledge and information Systems, 36, 1-18 Tanvi Arora and Renu Dhir
2017 International Arab Journal of Information Technology, 16, 01 Tanvi Arora and Renu Dhir
2017 International Journal of Education and management Engineering, 3,35-42 Aarti,G Sikka and R Dhir, An Investigation on the metric threshold for fault -proneness
2017 IJACSA, 8(2), 403-402 Taqdir and Renu Dhir, IEEE , Face Recognition using SIFT Key with Optimal Features Selection Method
2017 International Journal of Multimedia Information Retrieval Amandeep Kaur, Renu Dhir, Gurpreet Singh Lehal
2017 Journal of Information and Optimization Sciences Gurdip Kaur, Renu Dhir, Maninder Singh
2017 Knowledge and Information Systems Tanvi Arora, Renu Dhir
AnKnowledge and information Systems, 36, 1-18

Conference Publications

Year Conference Publication
2021 2021 International Conference on Artificial Intelligence and Smart Systems (ICAIS) Sunil Kumar, Renu Dhir, Nisha Chaurasia,"Brain Tumor Detection Analysis Using CNN: A Review"
2021 2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC) Kamalpreet Kaur, Renu Dhir, Kuldeep Kumar,"Transfer Learning approach for analysis of epochs on Handwritten Digit Classification
2021 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO) Nonita Sharma, Renu Dhir," Dr Renu Dhir Fog computing: An overview of IoT applications with security issues and challenges"
2018 2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Naveen Bilandi, Harsh K Verma, Renu Dhir,"An energy efficient tdma based mac protocol for wireless body area networks"
2018 2018 First International Conference on Secure Cyber Computing and Communication (ICSCCC) Varuni Garg, Renu Dhir,"Restoration of Image from Deterioration Using Image Inpainting"
2017 2017 Fourth International Conference on Image Information Processing (ICIIP) Tanvi Arora, Renu Dhir, Manish Mahajan,"An algorithm to straighten the bent human chromosomes"

Book/Chapter Publications

Type Title Publisher Authors ISBN/ISSN No. Year
SSAMH – A Systematic Survey on AI-Enabled Cyber Physical Systems in Healthcare Scrivener publishing Kamalpreet Kaur, Renu Dhir, & Mariya Ouaissa 2022
Iris Recognition Using transfer learning of Inception V3 CRC Press Kirti Sonkar, Rajneesh Rani, Renu Dhir 2022
A state of Art of emerging for medical cyber physical systems” in Cyber physical Systems: Research Issues and Challenges CRC Press Kamalpreet Kaur, Renu Dhir and Nonita 2021
Global Software Module Clustering Using Bio-Inspired Algorithms IGI Global Kawal Jeet and Renu Dhir 2016
Global A Comprehensive Study of Bayesian and Fuzzy Inference Approach to Assess Quality of the Software using Activity-Based Quality model IGI Global Kawaljeet, Nitin Bhatia and Renu Dhir 2013

Research Projects

Role Project Type Title Funding Agency From To Amount Status Co-Investigator
Co-Investigator Research Development of Robust Document Image Analysis and Bilingual Recognition System for Printed Gurmukhi and Roman Scripts DST 2010 2015 53 Lakh Complete Renu Dhir
Co-Investigator ISEA Project ISEA DIT 2015-2018 2018 36 Lakh Ongoing Renu Dhir and Harsh Verma

Events Organized

Category Type Title Venue From To Designation
STC National Advances in Computer Science and Information Technology Trends (ACSITT) NIT Jalandhar 02.01.2017 06.01.2017 Coordinator
STC National Recent Trends in Information Security ( RTIS) NIT Jalandhar 14-03-2019 18-03-2019 Coordinator
STC National Soft Computing: Theories and Applications in the Department of IT NIT Jalandhar 14-09-202 18-09-2020 Coordinator
STC National Cloud of Things (CoT): Theoretical and Practical Implications NIT jalandhar 10-08-2020 14-08-2020 Coordinator
Webinar National Recent Advancements in Information Technology 10-06-2020
STC National Cyber Security NIT jalandhar 28-07-2020 1-08-2020 Coordinator
STC National Cyber Security and Forensic NIT Jalandhar 16-12-2021 20-12-2021 Coordinator
STC National Artificial Intelligence for IoT services in Cloud: Techniques & Applications NIT Jalandhar 28-02-2022 4-03-2022 Coordinator
STC National Block chain assisted Federated Machine Learning for Securing Big Data Analytics and IoT NIT Jalandhar 8-04-2022 12-04-2022 Coordinator

Professional Affilation

Designation Organization

PhD Supervised

Scholar Name Research Topic Status Year Co-Supervisor
Mr. Ishan Kumar Development of A Rule Based Grammar Checker for Hindi Sentences Thesis Submitted 2022 Dr. G S lehal
Mr. Naveen Bilandi Development of Energy Aware Routing Protocol for Wireless Body Area Network Completed 2021 Dr. Harsh Verma
Ms. Aarti Fault Prediction using Machine Learning Techniques Completed 2019 Dr. Geeta Sikka
Mr. Rahul Malik Computational Approaches for the analysis of satellite imageries of Himalayan glacier Image Completed 2019 Dr. S.k. Mittal
Ms. Gurdip Kaur Frame work to detect , analyze and report zero –day malware with minimum false positives Completed 2018 Dr. Maninder
Ms. Taqdir Image Processing For Face recognition Completed 2018
Ms. Pooja Recognition of News Ticker Gurumukhi Text from Video Images Completed 2018
Ms Tanvi A Novel approach for Karyotype Generation from Chromosome Images Complete 2018 -
Ms Taqdir Image Processing for Face Recognition Complete 2018 -
Ms Gurdip Kaur Frame work to detect, analyse and report zero day malware with minimum false positives Complete 2018 Dr Maninder
Ms Pooja Recognition of News Ticker Gurmukhi Text from Video Images Report submitted 2018 -
Ms Aarti An Investigation on the metric threshold for fault-proneness Thesis submitted 2018 Dr Geeta Sikka
Ms Kawaljeet Nature Inspired Algorithms for Software Clustering Complete 2017 -
Mr Ishan Kumar Development of a Rule Based Grammar Checker for Hindi Sentences Comp Submitted 2017 Dr G S Lehal
Vineet Mehan A Noval Multiquadrant integrated and secure approach of re-watermarking and fingure printing for colored digital Images Complete 2016 Dr Y S Brar
Rajneesh rani Script Identification for printed bilingual ( Gurmukhi/English) Documents Complete 2015 Dr g S Lehal
Mr. Raman Enhanced Threshold Proxy Signature Scheme based on RSA for Non Signers Complete 2014 Dr Harsh Verma

PG Dissertation Guided

Student Name Dissertation Title Status Year Co-Supervisor

Patents

Name Reg./Ref. No. Date of Award/Filling Organization Status
Design of Dynamic Morphological Analyzer for Hindi Nouns Using Rule Based Approach 10.2174/2213275912666190119161433 1/12/2020 Bentham Science Publishers Granted

Admin. Responsiblities

Position Held Organization From To
Presiding Officer of Women cell and ICC wef 09.02.2018 NIT Jalandhar 09.02.2018 till date
Nodal Officer PMSSS NIT Jalandhar 30.01.2018 till date
Head Of Department Computer Science Engineering September 2013 April 2016
Member of committee to start a new UG and PG program Data Science and Artificial Intelligence March 2021 August 2021
Co- Investigator ISEA Project 2013 2022
Faculty Advisor PACE Professional Associates of Computer Engineers, NIT Jalandhar Since 2007 till date
Member Library Committee 1999 2001
Member faculty advisor Projection club, NIT Jalandhar 2005 2007
Executive member Faculty Club October 2010 October 2018
Warden Girl’s hostel NIT Jalandhar March 2011 2013
Nodal Officer PMSSS 30th January 2018

Award and Honours

Title Activity Given by Year