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Prof. Goldie Gabrani
PROFESSOR
goldie.gabrani@mail.jiit.ac.in
Biography

Prof. Goldie Gabrani holds a B.E., M.E., and Ph.D. in Computer Science and Engineering from Delhi College of Engineering. She brings a rich and diverse experience in higher education, having served at prestigious institutions including Delhi College of Engineering (now DTU), Netaji Subhas Institute of Technology (now NSUT), BML Munjal University, and Manav Rachna University, where she held the position of Dean (Engineering). She is currently associated with JIIT, Noida.

Prof. Gabrani has been deeply involved in institution building, with a strong focus on strategic academic planning, policy development, and the implementation of innovative pedagogies. She actively promotes student engagement, integration of emerging technologies beyond the curriculum, and real-world project-based learning. Her efforts have significantly contributed to enhancing the academic and technical ecosystem of the institutions she has served.

A passionate technology enthusiast, she has published numerous research papers in national and international journals and conferences. She has also developed working prototypes, filed multiple patents, and provided practical solutions to industry challenges. Her areas of interest include digital transformation in healthcare, cybersecurity, human-computer interaction, distributed computing, and the transformation of engineering education.

Prof. Gabrani is committed to delivering quality and inclusive education, fostering holistic student development. Through her relentless dedication, she continues to inspire both colleagues and students, emerging as a dedicated mentor and leader in technical education.

Research Highlights

Prof. Goldie Gabrani’s research spans over three decades, combining foundational computing with forward-looking, interdisciplinary innovation. Her work addresses critical challenges in healthcare analytics, cybersecurity, distributed systems, and human-computer interaction.

Her recent contributions focus on AI-driven healthcare solutions, including pixel-wise retinal vessel classification, stress detection using fractal dimensions and brain signals, and survival prediction in cancer patients. She has published in reputed journals such as Biomedical Signal Processing and Control, Multimedia Tools and Applications, Computational Intelligence and Neuroscience, Computer Standards and Interfaces, Journal of Network and Computer Applications, and International Journal of Human-Computer Studies. Among her notable works is a 2023 study on Higuchi Fractal Dimension for stress classification, showcasing the potential of physiological signal analysis in mental health. Her 2022 research on an IoT-based telecare system with lightweight authentication presents a secure, scalable model for remote healthcare. Additionally, her gamified app -Unlock Me -bridges behavioural science and digital engagement to raise COVID-19 awareness.

Earlier in her career, Prof. Gabrani made significant contributions to distributed computing. Her 2004 paper introduced a Distributed Queue Approach for resource location in broadband environments, while her 2002 work proposed heuristic techniques for optimizing resource allocation. Her 1995 research on a Computer-Controlled Information Display System (CCIDS) was a notable early advancement in real-time systems.

With over 15 patents filed—including one granted in 2025—Prof. Gabrani’s research stands out for its industry relevance and social impact, translating academic knowledge into actionable, inclusive solutions for real-world challenges

Areas Of Interest
  • Artificial Intelligence and Healthcare
  • Human Computer Interaction
  • Distributed Computing
  • Transformation of Engineering Education
Publications

Journals

  1. Monika Mokan, Goldie Gabrani, Devanjali Relan, “Pixel-wise classification of the whole retinal vasculature into arteries and veins using supervised learning", Biomedical Signal Processing and Control Volume 106, August 2025, https://doi.org/10.1016/j.bspc.2025.107691
  2. Deepti, Goldie Gabrani, & Nishtha Phutela. (2024). Survival Prediction with Clinical and Image Data via Transfer Learning in Head and Neck Squamous Cell Carcinoma. Journal of Computational Analysis and Applications (JoCAAA), Vol. 33 No. 05, 992–1002, Sept. 2024. https://eudoxuspress.com/index.php/pub/article/view/792/507
  3. Geethika Chandana, Atul Mishra, Pradeep Arya, Goldie Gabrani, Sunil Gupta, ‘Controlling A Real-Time Traffic System With DNN’, International Journal of Computational Vision and Robotics, accepted May 7, 2024, not yet published. Submission id IJCVR 169462
  4. Nishtha Phutela, Goldie Gabrani, Ponnurangam Kumaraguru, Devanjali Relan,, Effectiveness of Higuchi Fractal Dimension in Differentiating Subgroups of Stressed and Non-Stressed Individuals Nov. 2023 Multimedia Tools and Applications. . https://doi.org/10.1007/s11042-023-17536-7
  5. Viomesh Singh, Sangeeta Sabharwal and Goldie Gabrani, “A new Fuzzy Clustering based Recommendation Method using Grasshopper Optimization Algorithm and Map-Reduce”, International Journal of System Assurance Engineering and Management, 03 August, 2022, https://www.springer.com/journal/13198.
  6. Sunil Gupta and Goldie Gabrani, "IoT Cloud-based Telecare Medical Healthcare System with Lightweight Authentication”, International Journal of Critical Infrastructures, Nov 11, 2022.
  7. Nishtha Phutela, Devanjali Relan, Goldie Gabrani, Ponnurangam Kumaraguru, and Mesay Samuel, "Stress Classification Using Brain Signals Based on LSTM Network" Computational Intelligence and Neuroscience by Nishtha Phutela. Computational Intelligence and Neuroscience, Hindawi Article ID 7607592 on April 28, 2022.
  8. Nishtha Phutela; Atluri Nikhitha Chowdary; Shreyansh Anchlia; Dheryta Jaisinghani; Goldie Gabrani,“Unlock Me: A Real-World Driven Smartphone Game to Stimulate COVID-19 Awareness”, International Journal of Human - Computer Studies, 2022. https://www.sciencedirect.com/science/article/abs/pii/S1071581922000477
  9. Viomesh Singh, Sangeeta Sabharwal, Goldie Gabrani, ‘Novel Collaborative Filtering based Recommendation System Using Exponential Grasshopper Algorithm’, Evolutionary Intelligence, Nov 2021.
  10. Richa Sharma, Goldie Gabrani, Sunil Gupta, Student Engagement and Course Motivation through Experiential Learning Pedagogy" International Journal of System of Systems Engineering Elsevier – June 2022.
  11. Nishtha Phutela, Sunil Gupta and Goldie Gabrani, "Analysis of the COVID_19 Pandemic Data across Different States and Union Territories of India and Effectiveness of the Lockdown, International Journal of Critical Infrastructures, Jan. 2021.
  12. Nishtha Phutela, Sunil Gupta and Goldie Gabrani, “Real_Time Modelling and Forecasting of Confirmed and Death Cases for Immediate Action and Their Prevention against COVID_19 in India”, Submission code: IJSSE-60065, International Journal of System of Systems Engineering, July 2021.
  13. Nishtha Phutela, Arushi G Bakshi, Sunil Gupta, Goldie Gabrani, “Forecasting the Stability of COVID-19 on Indian Dataset with Prophet Logistic Growth Model” DOI: https://doi.org/10.21203/rs.3.rs- 32472/v1
  14. Vrinda Mittal, Priyanshu Mehta, Devanjali Relan and Goldie Gabrani, “Methodology for Resume Parsingand Job Domain Prediction”, Journal of Statistics and Management Systems pp 1-10, 29-July- 20. https://doi.org/10.1080/09720510.2020.1799583
  15. Kush Rawal and Goldie Gabrani, “Healthcare Smartwatch for Monitoring Elderly, International Journal of Innovative Technology and Exploring Engineering (IJITEE)”, Volume-9 Issue-2, Dec- 2019737-741. ISSN: 2278-3075; Retrieval Number: B6834129219/2019©BEIESP, DOI: 10.35940/ijitee. B6834.129219
  16. R. Ahuja, Goldie Gabrani and A. De, “A Scheduler for Economy Based Grid with Negotiations and Penal Clause for Execution Failures Assuring Enhanced Service Commitments”, International Journal of Computer Science and Software Technology, Vol.3 No.1 Page 13-20, January-June 2010.
  17. Ravin Ahuja, Goldie Gabrani, and Asok De, “A Dynamic Priority Scheduler for Advance. Reservation in Grid Computing”, International Journal of Soft Computing, Vol. 4, No. 2, pp. 60-67, 2009.
  18. P. C. Saxena, G. Gabrani, P. Ahuja, K. Gulati and P. Jain, “A Priority Based Approach To Mutual Exclusion Algorithms In Distributed Systems”, Journal of the CSI, Vol. 35, No. 2, pp. 24-37, April-June 2005.
  19. P. C. Saxena, D. R. Choudhury and Goldie Gabrani, “DSTP-AN: A Distributed System for Transaction Processing Based on Data Resource Migration in ATM Networks”, Computing and Informatics, Vol. 23, No. 3 pp. 255-285, 2004.
  20. Goldie Gabrani and Tushar Mulkar, “A Quad-Tree Based Algorithm For Processor Allocation In 2D Mesh-Connected Multicomputers”, Computer Standards and Interfaces, Vol. 27, No. 2, pp. 133-147, 2004.
  21. Goldie Gabrani and Abhishek Khare, “An Algorithm For Task Scheduling In Heterogeneous Computing Environment”, IETE Journal of Education, Vol. 45, No 5, pp. 123-134, July-Sept. 2004.
  22. Goldie Gabrani, “A Distributed Queue Approach to Resource Locations in Broadband Distributed Computing Environments”, Computer Standards and Interfaces, Vol. 27, no. 1, pp. 1-18, Nov. 2004.
  23. P. C. Saxena, D. R. Choudhury and Goldie Gabrani, “A Delay Optimal Algorithm to Locate and Migrate Data Resources in Broadband Networks”, Computer Communications, Vol. 26, no. 2, pp. 103-112, Feb.2003.
  24. P. C. Saxena, D. R. Choudhury, S. Gupta, Goldie Gabrani, M. Bhardwaj and M. Chopra, “A Heuristic Approach to Resource Locations in Broadband Networks”, Journal of Network and Computer Applications, Vol. 25, no. 1, pp. 1-35, Jan. 2002.
  25. P. C. Saxena, D. R. Choudhury, Goldie Gabrani and S. Gupta, “A Scheme for Managing Resource Locations in Broadband Networks”, Computer Standards and Interfaces, Vol. 23, no. 5, pp. 399-427, Nov. 2001.
  26. B. Kumar and Goldie Gabrani, “Realization of FIR Hilbert Transformers as Taylor Structure”, IETE Journal of Research, Vol. 46, no. 182, pp. 69-76, Jan.-April 2000.
  27. B. Kumar and Goldie Gabrani, “Design of Normally Flat FIR Hilbert Transformers as Taylor Realization”, International Journal of Circuit Theory and Applications, Vol. 27, pp. 447-454, April 1999.
  28. Goldie Gabrani, B. N. Mishra and B. Kumar, “Computer Controlled Information Display System (CCIDS)”, IETE Technical Review, Vol. 12, no. 1, pp. 32-44, Jan.-Feb. 1995.
  29. K. R. Raveendra and Goldie Gabrani, “Continuous Phase Shift Keying (CPFSK) - Coherent Receiver, Part-1,” IETE Technical Review, Vol. 12, no. 1, pp. 32-44, Jan.-Feb. 1995.
  30. K. R. Raveendra and Goldie Gabrani, “Phase-Continuous Chirp Spread- Spectrum Signals in a Non- Gaussian Noise Environment”, International Journal of Electronics, UK, Vol. 75, no. 1, pp. 1-25, May 1993.
  31. P. C. Saxena, S. Gupta and Goldie Gabrani, “A Location Chasing Algorithm for Migratory Data Resources in ATM Networks”, International Journal of Information and Computing Science, Vol. 3, no. 2, pp. 1-28, Dec. 2000.
  32. P. C. Saxena, S. Gupta and Goldie Gabrani, “A Security Model to Support Data Resource Migration”, CSI Journal of Informatics, Vol. 30, no. 4, pp. 21- 29, Dec. 2000.

International/National Conferences

  1. Subhranshu Behura, Arham Alam, Nishtha Phutela, Atul Mishra, Goldie Gabrani, “NLP-Powered Emotion-Driven Music Recommender Systems” presented in "5th International Conference on Artificial Intelligence and Speech Technology (AIST-2023, aistconference.com)”, IGDTUW, Delhi India on 26-27 December 2023.
  2. Monika Mokan, Goldie Gabrani, Devanjali Relan, “Quantifying Diabetic Retinopathy Variation through Fractal Dimension: A Statistical Approach”, Springer International Conference SIGMAA-2023 December 15-16, 2023. (IGMAA 2023 is organized in association with Springer and the International Journal of Mathematical, Engineering and Management Sciences.) https://www.sigmaa.org/
  3. Lokavya Gabrani, Sonali Vyas, Sunil Gupta, Goldie Gabrani, Rajeev Kumar Singh, ‘Internet of Bio- Nano Things for Diabetes Telemedicine System with Secured Access’, 7th International Conference on Internet of Things and Connected Technologies (ICIoTCT 2022), Indian Institute of Technology, Patna;29 - 30 September 2022.
  4. Nishtha Phutela, Devanjali Relan, Goldie Gabrani and Ponnurangam Kumaraguru, “EEG based stress classification in response to stress stimulus”, 3rd International Conference on Artificial Intelligence and Speech Technology (AIST-2021), 12-13th Nov 2021, 3rd International Conference on Artificial Intelligence and Speech Technology (AIST-2021), 12-13th Nov 2021, Indira Gandhi Delhi Technical University For Women.
  5. Atluri Nikhitha Chowdhary, Nishtha Phutela, Sunil Gupta and Goldie Gabrani, "Game-Based User Interface to Help Dementia Patients Improve their Cognitive and Physical Abilities", 2021 IEEE International Conference on Systems, Man and Cybernetics (SMC), 17-20 October 2021, Melbourne Australia.
  6. Nishtha Phutela, Atluri Nikhitha Chowdhary, Goldie Gabrani and Sunil Gupta, “Significance of Game based User Interface in spreading covid-19 awareness among users”, Scopus-Indexed E- International Conference on “Socio-Economic and Health Challenges due to COVID-19 and Mitigation Strategies” (SEHCM - 2020) held at NIT Jalandhar from 22nd - 23rd October 2020.
  7. Viomesh Kumar Singh, Sangeeta Sabharwal and Goldie Gabrani, “Comprehensive Analysis of Multimodal Recommender Systems”, Springer International Conference on Data Intelligence and Cognitive Informatics [ICDICI 2020] July 8-9 2020, Tirunelveli, Tamilnadu, India.
  8. Kush Rawal and Goldie Gabrani, “IoT based Computing to Monitor Indoor Plants by using Smart Pot"3rdInternational Conference on Innovative Computing and Communication, (ICICC-2020)" Feb. 21-23 2020, "Shaheed Sukhdev college of Business studies, University of Delhi, New Delhi In Association with National Institute of technology Patna & University of Valladolid, Spain".
  9. Atluri Nikhitha, Adwityaa Jha, Nishtha Arora and Goldie Gabrani, “IoT Enabled Clothing for Elderly Functional Textile and Clothing”, Feb. 7-9 2020, Department of Textile Technology, IIT Delhi.
  10. Ravish Sharma and Goldie Gabrani, “Exploring Deep Learning Methods For Particle Track reconstruction”, The 19th International Conference on Computational Science and its Applications ICCSA-19, Saint Petersburg University, Saint Petersburg, Russia July 1-4 2019.
  11. Abhinav Nagpal and Goldie Gabrani, “Genetic Algorithm for Evolving and Strategizing the Game of Tetris”, AIDR (Artificial Intelligence for Data Discovery and Reuse) Simmons Auditorium, David A. Tepper Quadrangle, Carnegie Mellon University, Pittsburgh, USA, 9, May 13-15, 2019. e
  12. Vishaka Chourasia and Goldie Gabrani, “Predicting Employment Outcomes Through Machine Learning”, IOSRD-20 International Conference on Future Trends in Engineering, Science and Management, Hotel Regent Grand, Delhi 27-28 March 2019.
  13. Abhinav Nagpal and Goldie Gabrani, “Strategizing Game Playing Using Evolutionary Approach”, International Conference on Artificial Intelligence and Soft Computing Research (ICAISC 2019) Institute of Computational Intelligence, Czestochowa University of Technology, Czestochowa, Zakopane, Poland, June 16 - June 20, 2019.
  14. Abhinav Nagpal and Goldie Gabrani, “Python for Data Analytics, Scientific and Technical Applications”, AICAI 2019: Amity International Conference on Artificial Intelligence, Amity University Dubai, 4-6 Feb.2019.
  15. Nistha Phutela and Goldie Gabrani, “Significant Machine Learning and Statistical Concepts and Their Applications in Social Computing”, First International Conference on Secure Cyber Computing and Communication (ICSCCC 2018) NIT Jalandhar, Punjab, 15-17 Dec. 2018.
  16. Anshul Kwatra and Goldie Gabrani, “Machine Learning based Predictive Model for Risk Assessment of Employee Attrition”, The 18th International Conference on Computational Science and its Applications, Monash University, Melbourne, 2-5 July 2018.
  17. Ravin Ahuja and Goldie Gabrani, “Cloud Providing on Demand Storage Services Enforcing Techno Commercial Service Level Agreement for an improved QoS”, International Conference on Computing Networking and Informatics (ICCNI), Covenant University, Km 10, Idiroko Road, Cananland, Ota, Nigeria 29 - 31 Oct 2017.
  18. Satyendr Singh, Goldie Gabrani and Tanveer Siddiqui, “Hindi Word Sense Disambiguation using variants of Simplified Lesk measure”, International Conference iSAI-NLP 2017 Thailand, Aug. 27-29 2017.
  19. Goldie Gabrani and Nishtha Phutela. “Improving Patient Health Care Using Machine Learning Tools and Technologies”, INDIACom - 2017; International Conference on Computing for Sustainable Global Development, technically sponsored by IEEE Delhi Section at Bharati Vidyapeeth, New Delhi 01st - 03rd March, 2017.
  20. Goldie Gabrani and Sunil Gupta, “Real Time Sensor Grid based Secured Health Care Monitoring IEEE Sponsored SAI international conference, London, July 2017.
  21. Goldie Gabrani, Sangeeta Sabharwal and Viomesh Kumar Singh, “Artificial Intelligence Based Recommender Systems: A Survey”, ICACDS 2016: International Conference on Advances in Computing and Data Sciences, Published Communications in Computer and Information Science (2017) (Springer),PP 50-59 Nov 11 -12, 2016.
  22. Goldie Gabrani, Andrew Solomon and Utkarsh Dviwedi, “Handwritten Statement Analysis Using Neural Networks”, Special session on Advancement of Artificial Intelligence in Communication & Signal Processing at International Conference on Signal Processing, Communication, Power & Embedded System, SCOPES – 2016, in Paralakhemundi, Odisha, October 03-05, 2016.
  23. Goldie Gabrani and Sunil Gupta, “A dynamic two-level priority based authentication system for job scheduling in a heterogeneous grid environment”, IEEE Sponsored SAI international conference, London, July 2016.
  24. Goldie Gabrani and Neha Saini, “Evolutionary Computational Models for Software Effort Estimation, 1st IEEE Symposium on Colossal Data Analysis and Networking (CDAN'16), Indore, March 18-19, 2016.
  25. Viomesh Kumar Singh, Goldie Gabrani and Sachin Dubey, “Efficient Routing Algorithm using Sectorized Antenna for Mobile Adhoc Networks”, Tenth IEEE International Conference on Computing for Sustainable Global Development, INDIACOM -2016, BVICAM, New Delhi, March, 2016.
  26. Goldie Gabrani, Andrew Solomon and Utkarsh Dwivedi, “Teaching Pedagogies Used in Higher Education for Better Learning Outcomes”, ICTIEE 2016, Third International Conference on Transformations in Engineering Education, Pune, January 9 to 12, 2016.
  27. R.Ahuja, G.Gabrani and A.De, “SLA Based Scheduler for Cloud for Storage & Computational Services”, International Conference on Computational Science and its Applications Santander, Spain, June 20-232011.
  28. R. Ahuja, G. Gabrani and A. De, “A Scheduler for Economy Based Grid with Negotiations and Penal Clause for Execution Failures Assuring Enhanced Service Commitments”, International Journal of Computer Science and Software Technology, Vol.3 No.1 Page 13-20, January-June 2010.
  29. R. Ahuja, G. Gabrani and A. De, “An Economy Based Storage Grid Federation with a Decentralized Scheduling Technique” International Conference, (ICCSA 2010), Fukuoka, Japan, March 23-26 2010.
  30. R. Ahuja, G. Gabrani and A. De, “Negotiation Based Advance Reservation Priority Grid Scheduler With A Penal Clause For Execution Failures”, International Conference; Computer and Information Sciences, 2009 (ISCIS 2009), 24th International Symposium on Computer and Information Sciences, organized by the Middle East Technical University. METU Northern Cyprus Campus, September 14- 16, 2009.
  31. R. Ahuja, G. Gabrani and A. De, “Dynamic Meta Scheduler for An SLA Based Storage Grid”, International Conference Applications of Digital Information and Web Technologies, (ICADIWT '09), Second International Conference, London, Aug. 4-6 2009.
  32. Siddharth Wighe, G. Gabrani, “An Optimized Dependency Eliminating Space-Shared Scheduling Algorithm”, International Conference on Grid Computing and Applications, GCA'07, Las Vegas, USA, June 25-28, 2007.
  33. G. Gabrani, Siddharth Wighe, Saurabh Bhardwaj, “A Taxonomic Bit- Manipulation Approach to Genetic Problem Solving”, National Conference ‘Vision’ 06’ on high performance Computing, Govt. College of Engineering, Tirunelveli, Tamil Nadu, pp. 60-65, April 05, 2006.
  34. Ravin Ahuja, G. Gabrani and Asok De, “Efficient Utilization of Grid for Providing Enhanced Data Sharing and Computing Capabilities over Existing Internet Technologies”, National Conference on Energy Communication and Computer Systems Maharaja Agrasen Institute of Technology, GGSIPU, Feb. 2-4,2006.
  35. Ruchika Bala and G. Gabrani, “Image Splitting And Reconstruction Using LFSR For Complete Multiparty Communication Based On Visual Cryptography”, International Conference on Information Security ICIS’05, Pondicherry Engineering College, Pondicherry India, pp.1-6, Dec.7-9, 2005.
  36. G. Gabrani, K. R. Raveendra and A. K. Sinha, “Spread Spectrum in Impulsive Interference”, National Symposium on Emerging Trends in Communication Technology University of Jodhpur, March 1990.
  37. B. N. Mishra and G. Gabrani, "CAE Software for Control Systems", International Conference on Computer and Automation held at Jachranka, Poland, 1990.