Dr. Aradhana Goutam

Associate Professor – Research & Business Analytics

about faculty

Education experience-

PhD, Computer sc Engineering, DAVV, Indore
M.Tech IT, DAVV Indore
BSc. Electronics & Communication, DAVV, Indore
BSc. Computer Sc., DAVV, Indore
BE. Computer Engineering AMIE, India

Teaching Experience-

20 Years of teaching experience for Undergraduate (B.E.), Post Graduate (M.Tech., M.Sc., MMs, PGDM)& PhD Program.

Industry Exposure-

1 year of Industry experience as a Software developer

Academic Affiliation-

Reviewer for Scopus index and UGC index Journals and International and National Journal/Conferences

PhD thesis reviewer and Examiner at the following university
- Parul Institute of Engineering and Technology, Parul University, Vadodara
- SRM Institute Of Science And Technology, Bharathi Salai, Ramapuram, Chennai, Tamil Nadu
- Renaissance University, Indore,(M.P)
- Sai Nath University, Jirabar, Jharkhand

Professional Affiliation –

Life Time Member of INDIAN SOCIETY FOR TECHNICAL EDUCATION (ISTE).
IEEE Member
Associate Corporate Member of the Institution of Engineers, India
D. Supervisor for Faculty of Engineering/Computer Science/Management at Pacific University, Udaipur
Microsoft Advanced and Basic Excel 2016 Certified
Certified for Teaching Skills Dale Carnegie, Cambridge Universities & Wipro ltd.

teaching & research

Teaching Interest-

Machine Learning using Python, Digital Marketing, Business Analytics, Big data, Data warehouse and data Mining, Business Analytics for Competitive Advantage & Predictive Modelling, Advance Excel, IT For Management etc

Research interest – Area of research / current research-

AI & ML, Vertical handover, Big Data Analytics, IoT

consulting

Currently working on consultancy project of TATA INSTITUTE OF SOCIAL SCIENCES National University Students’ Skill Development Program of Rs. 1,00,000/- on Certificate Course in Advance Excel

publications

Publication Released:-

Preparedness of innovation & entrepreneurial ecosystem and faculty engagement in Indian higher educational institutions - a faculty perspective study. Academy of Marketing Studies Journal, 28(S6), 1-16, 2024. (ABDC)
Recent Trends in deployment of Multi-Protocol Label Switching (MPLS) networks in Universities, in Global Higher Education Practices in Times of Crisis: Questions for Sustainability and Digitalization, Emerald Publishing Limited, ISBN: 978-1-83797-052-0, 2024. DOI
Algorithm for Vertical Handover based on Least Square Weighting techniques, 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), Delhi, India, pp. 1-7, 2023. DOI (Scopus indexed)
Proceedings of the International Health Informatics Conference. Lecture Notes in Electrical Engineering, vol 990. Springer, Singapore, May 2023. DOI (Scopus indexed)
Smart Traffic Management Model; An Analytical View, YMER Journal, Volume 22, Issue (03), March 2023, ISSN: 0044-0477. (Scopus and UGC – CARE Group – II)
A smart decision algorithm for handover, SAMRIDDHI: A Journal of Physical Sciences, Engineering and Technology, Vol 14 No 03 (2022), P328-332, ISSN: 2229-7111 (P), 2454-5767 (E). (UGC Care, CrossRef, Google Scholar, etc.)
Algorithm for vertical handover decision using geometric mean and MADM techniques. International Journal of Information Technology, 14, 2691–2699 (2022). DOI (Scopus indexed and UGC Listed)
Analysis of vertical handover parameters using Analysis of Variance (ANOVA), Application of Communication Computational Intelligence and Learning, ISBN: 9781003340867, Taylor & Francis, June 2022
Analysis of VHO Parameters based on Polynomial Regression, Interdisciplinary Innovations and Developments towards Smart and Sustainable Industries, ISBN: 9788770228282, River Publishers, May 2022
Principal Component Analysis of VHO parameters, 2022 IEEE 11th International Conference on Communication Systems and Network Technologies (CSNT), Indore, India, pp. 160-163, June 2022. DOI, ISBN: 978-1-6654-8038-3 (Scopus indexed)
Algorithm for Network Selection based on SAW and MEW techniques, 2021 International Conference on Control, Automation, Power and Signal Processing (CAPS), Jabalpur, India, pp. 1-6, March 2022. DOI, ISBN: 978-1-6654-4577-1
Assessment and Prediction of Quality of Service of Wireless Networks using Support Vector Machines, Grenze International Journal of Engineering and Technology, pp. 119-126, July 2019 (Scopus Indexed)
Algorithm for Network Selection based on LSW techniques, Science and Technology Journal, University of Mizoram
Study & Analysis of Smart Traffic Management Model, submitted to the Madhya Bharti Journal of Science
A smart decision algorithm for handover, Samriddhi: A Journal of Physical Sciences, Engineering and Technology. (UGC Indexed Journal) (Accepted)
Algorithm for Vertical Handover based on GRA and User Preference, International Journal of Interdisciplinary Telecommunications and Networking (IJITN) (Web of Science and UGC indexed)
Optimization of resource and task scheduling in cloud using random forest, 2017 International Conference on Advances in Computing, Communication and Control (ICAC3), Mumbai, India, pp. 1-5, March 2018. DOI, ISBN: 978-1-5386-3852-1 (Scopus Indexed)
Model for vertical handover decision in vehicular networks, 2017 International Conference on Advances in Computing, Communication and Control (ICAC3), Mumbai, India, pp. 1-5, March 2018. DOI, ISBN: 978-1-5386-3852-1
Specification for security Orchestration, Procedia Engineering, Volume 38, 2012, Pages 429-441, Elsevier, September 2012. (Scopus Indexed)
A decision centric approach using Orchestrator Model for system security, CIT International Journal of Engineering and Research (CITIJER), Volume 1, No. 1, NOV-FEB 2010-11, ISSN-2230-9144
Orchestrator Model for System Security. In: Advances in Computing, Communication and Control. ICAC3 2011. Communications in Computer and Information Science, vol 125. Springer, Berlin, Heidelberg. January 2011. DOI, ISBN: 978-3-642-18439-0 (Scopus Indexed)

Paper Published and presented in international/national conference

Evaluation and Analysis of Quantum Technology in Secure Communications, Transnational Press London, ISBN: 978-93-01355-77-7, March 2023
An IoT based model for network selection in Next Generation Networks (NGN), ICS2022 - International Conference on Sustainability: Integrated and Scientific Approach, University of Mumbai, August 2022
Review and Analysis of Quantum Analysis in Secure Communication, National Virtual Conference on Azadi Ka Amrit Mahotsav - Past, Present and Future of Indian Science, 29th & 30th July 2022, University of Mumbai
Telemedicine Enhancing and Reimagining the Public Health in India, International Health Informatics Conference (IHIC 2022), Sri Sri University, Cuttack, May 17–19, 2022
Analysis of VHO parameters using polynomial analysis, AIR-2022, MNIT Allahabad, Prayagraj, May 2022
Algorithm for Network Selection based on SAW and MEW techniques, 2021 International Conference on Control, Automation, Power and Signal Processing (CAPS), Jabalpur, India, 2021, pp. 1-6. DOI
Markov Model-based prediction of latching time of mobile users, 2nd International Conference on Mathematical Modelling and Simulation in Physical Sciences (MMSPS 2022), SVNIT, Surat, February 2022. Published by Francis & Taylor (Scopus Indexed)
Analysis of Vertical Handover parameters using ANOVA, AICTE sponsored National Conference on Communication, Computational Intelligence and Learning (NCCCIL-21), Army Institute of Technology, Pune, January 2022. Published by Francis & Taylor (Scopus Indexed)
Principal Component Analysis of VHO parameters, 11th IEEE International Conference on Communication Systems and Network Technologies (CSNT 2022), SGSITS Indore, Madhya Pradesh, April 23–24, 2022
Telemedicine Enhancing and Reimagining the Public Health in India, International Health Informatics Conference (IHIC 2022), Proceedings published by LNEE, Springer, Sri Sri University, Cuttack, Odisha, India, May 17–19, 2022

awards & honors

Ramaswamy P Aiyar Best Young Faculty by Association of Indian Management Schools (AIMS) - 2023
Received Best Paper Award at AICTE sponsored National Conference on Communication, Computational Intelligence and Learning (NCCCIL-21), Army Institute of Technology, Francis & Taylor, Pune, January 2022
Received Third Position at Young Scientist Award at Bharti Vigyan Sammelan, organized by DAVA, Indore, 2009