Dr. Venkatadri Marriboyina

Area of Interest

• Data Mining, AI & ML, Data Analytics

 

Work experience

• Teaching Experience: 24+ years
• Leadership Role: Presently working as a Professor and Associate Dean at SVKM’s NMIMS Deemed to be University, Shirpur, Maharashtra, India from March 2023 onwards.
• Professor and Head Dept. of Computer Science and Engineering in Amity School of Engineering and Technology at Amity University, Gwalior. Madhya Pradesh from July 2018-2022.
• Associate Professor & Head Dept.of Informatics in School of Computer Science and at University of Petroleum and Energy Studies, Dehradun, Utharakhand. India, from   2011   to   till   2018   July (Joined   as   Asst   Professor   in   April   2011   and   got promoted as Associate Professor from January 2016).
• Associate Professor and Head Dept.of Computer Science and Engineering, Jawaharlal Nehru Institute of Technology, Ibrahimpatnam, Hyderabad, India. from March 14th, 2009 to April 26, 2011.
• Assistant Professor, Department Computer   Science and Engineering, SVVSN Engineering College, Ongole, Andhra Pradesh, India from June 1st, 2004 to 2007 May 31st then Promoted as Associate Professor from July 2007 to May March 13th, 2009.&nbsp
• Lecturer, Department of Computer Science and Engineering, SVVSN Engineering College, Ongole, Andhra Pradesh, India from July 15, 2000 to June to 2004 June.

Administrative Roles & Responsibilities:

• Academic and administrative responsibilitiesinclude, BoS Chairman for curriculum design in collaboration with IBM and University of Petroleum and Energy Studies, Dehradun. Designed the syllabus for Outcome-Based Education (OBE) as per the norms of UGC/AICTE with Choice Based Credit System in the year 2015.
• Chairman for curriculum designcommittee for Big Data Analytics, Internet of Things (IoT) and AI and ML Specializations in Computer Science and Engineering.
• NAAC Accreditation centralcoordination committee member in UPES and Amity University Madhya Pradesh.
• Coordinator between UPES and IBMIndia for all collaborative B.Tech CSE IBM Specializations Programs (16- B.Tech CSE Programs) Xebia India B.Tech CSE programs.
  • Contribute to the formation of strategicplans for faculty teaching-learning activities by organizing industry interaction with faculty & T3 (Train The Trainer) for all Industry linkage courses.
  • Ensures the departmental activitiesto promote the research in Graduate, postgraduate students and largely in faculty fraternity.
  • Worked as vice Principalin SVVSN Engineering College since 2007 to 2009, In charge for all AICTE affiliation works.
  • Worked as Head Dept of Computer Scienceand Engineering from 2009 to 2011. Managing timetable for all the B.Tech Programs, Coordinator for all JNTU affiliation works.

Professional Membership

• Member of IEEE
• Life Member of ISTE
• Life Member of IETE
• Life Member of CSI- India

Awards and Achievements

• Received “Gold Medal” for securing First position in theDiploma from IIT Madras.

 

Ph.D. Supervision (4 Scholars Awarded Degree)

• Alpana Sharma, ” Secured Encryption Algorithm for underwater communication”, Amity University Madhya Pradesh.
• Pratima Upadhyay, “A Novel Search Algorithm for Column Based Spatial Data Base”. Amity University, India.
• Gunjan Chabra, “Pattern Analysis of Human Bio-Field”, University of Petroleum and Energy Studies, Dehradun, Uttarakhand, India.
• . Sunil Kumar , “Semantic Information Extraction using Deep Learning for Agricultural Domain”, University of Petroleum and Energy Studies,Dehradun, Uttarakhand, India.

Research and Publications

Journals: 50+ Journals published in SCIE/SCI/ESCI/SCOPUS/Web of Science

• Real time crop field monitoring system using agriculture IoT systems. International Journal of Nanotechnology, 20(5/6/7/8/9/10), 586–599. https://doi.org/10.1504/ijnt.2023.134016
• Securing multi-layered vehicular Internet of Things (V-IoT) communication using enhanced authentication and threat detection with conditional decision trees and hunting search. Nanotechnology Perceptions, 2910–2924. https://doi.org/10.62441/nano-ntp.vi.3325
• Visible property enhancement techniques of IoT cameras using machine learning techniques. International Journal of Nanotechnology, 20(5/6/7/8/9/10), 569–585. https://doi.org/10.1504/ijnt.2023.134015
• ” Securing Vehicular Internet of Things (V-IoT) Communication in Smart VANET Infrastructure using Multi-layered Communication Framework and Novel Threat Detection Algorithm”, International Journal of INTELLIGENT SYSTEMS AND APPLICATIONS IN ENGINEERING, IJISAE, 2024, 12(6s), 789–803.
• “An improved deep reinforcement learning routing technique for collision free VANET”, https://www.nature.com/articles/s41598-023-48956-y.
• “Unsupervised optimization for brain EEG signal artifact eradication using lower order IIR filter design”, Neuro Quantology , an interdisciplinary journal of Neuroscience and Quantum physics, Neuro Quantology |November 2022 | Volume 20 | Issue 16 Page 2614-2624 doi: 10.48047/ NQ.2022.20.16.NQ880264.
  • “Information Extraction from the Agricultural and Weather Domains Using Deep Learning Approaches”, International Journal of Software Innovation Volume 10Issue 1Sep 2022 pp 1–12https://doi.org/10.4018/IJSI.293266
    • “A Query driven Backbone based Routing for Mobile Sink based Wireless Sensor Networks,” 2022 IEEE 11th International Conference on Communication Systems and Network Technologies (CSNT), 2022, pp. 521-526, doi: 10.1109/CSNT54456.2022.9787560.
    • Semantic Information Extraction from Multi- Corpora Using Deep Learning, Computer & Material Continua, DOI:10.32604/ cmc.2022.021149
    • Image Data Preservation with Fractional Sine Transform and Dual Chaotic Sequence, Progress in Advanced Computing and Intelligent Engineering, Springer, -Print ISBN: 978-981-334-298-9, Electronic ISBN: 978-981-334-299-6
    • An automated self-healing cloud computing framework for resource scheduling, International Journal of Grid and High Performance Computing, 2021, 13(1), pp. 47–64
    • Novel beta function-based image encryption with fractional sine transform, Materials Today: Proceedings 2020, 47, pp. 6991–6995
    • Optimal solution approach on large scale data to avoid deadlocks in resource allocations Materials Today: Proceedings, 2020, 47, pp. 7162–7166
    • An Approach for the Transformation of Human Emotion and Energy-Field using Sound Therapy, Turkish Journal of Computer and Mathematics Education, Vol.12 No.6(2021), 3172-3183, published on Sept 2021.
    • NHCDRA: a non-uniform hierarchical clustering with dynamic route adjustment for mobile sink based heterogeneous wireless sensor networks. Wireless Netw 27, 2451–2467 (2021).
    • “An Approach for the Transformation of Human Emotion and Energy- Field using Sound Therapy “, Turkish Journal of Computer and Mathematics Education, ArticleVol.12 No.6(2021), Pg No : 3172 – 3182.
    • “Computational Approach for Human Bioenergy Field Imaging and Analysis for Human Wellness”, International Journal of Psychosocial Rehabilitation, Volume 24, issue 6.
    • “A location based novel recommender framework of user interest through data categorization”, Materials Today Proceedings.
    • “Novel beta function-based image encryption with fractional sine transform”, Materials Today Proceedings, https://doi.org/10.1016/j.matpr.2021.05.278, Published June 2021.
    • “Optimal solution approach on large scale data to avoid deadlocks in resource allocations”, https://doi.org/10.1016/j.matpr.2021.06.357, Published in Materials Science Proceedings, July 2021.
    • An Automated Self-Healing Cloud Computing Framework for Resource Scheduling”, DOI: 10.4018/IJGHPC.2021010103, International Journal of Grid and High Performance Computing (IJGHPC) 13(1) Published in 2021 January.
    • ” Comparison and performance evaluation of human bio- field visualization algorithm”, Archives of Physiology and Biochemistry, Journal of Metabolic Diseases, Published online: 17 Nov 2019. link to this article: https://doi.org/ 10.1080/13813455.2019.1680699, Taylor & Francis journal.
    • “Novice methodology for detecting the presence of bio-field”, International Journal of Pure and Applied Mathematics Volume 118 No. 20 2018, 149-154 ISSN: 1311-8080 (printed version)
    • “Future Trends of Artificial Intelligence in Human Biofield”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8 Issue-10, August 2019.
  • “Implementation of aura colour space visualizer to detect human biofield using image processing technique”, Journal of engineering science and technology 14 (2), 892-908- 2019.
  • “Energy-Aware autonomic resource scheduling framework for cloud”, International Journal of Mathematical, Engineering and Management Sciences, Vol. 4, No. 1, 41–55, 2019, ISSN: 2455-7749
    • “Sla-Based Autonomic Cloud Resource Management Framework by Antlion Optimization Algorithm”, International Journal of Innovative Technology and Exploring Engineering (IJITEE) ISSN: 2278-3075, Volume-8 Issue-4, February 2019.
    • Resource Scheduling in Cloud: A Comparative Study”,IJCSE, International Journal of Computer Sciences and Engineering, Volume-6, E- ISSN:2347-2693, August 2018.
    • “NOVICE METHODOLOGY FOR DETECTING THE PRESENCE OF BIO-FIELD”, in International Journal of Pure and Applied Mathematics, Volume 118 No. 20 2018, 149-154.
    • “SMART CARDS’ Security Issues Crossover Combination Exploiting the best of the Current Generation, Mutation or Randomization”, IEEE Digital Library, Published 2018 August.
    • “Credential and security issues of cloud service models”, Published in IEEE Explore in collaboration with Next Generation Computing Technologies 2017.
    • “A Novel Air Quality Prediction Model Using Artificial Neural Networks”. International Journal of Engineering Research & Technology, Volume/Issue: Vol. 3 – Issue 2 (February – 2014)
    • “A Survey on Air Quality Forecasting Techniques. International Journal of Computer Science and Information Technologies, Vol. 5 (1), 2014, 103-107
    • “A Novel Air Quality Prediction model A Novel Model for Air Quality Prediction using Soft Computing Techniques”, International Journal of Scientific & Engineering Research, Volume 5, Issue 5, May-2014 137, ISSN 2229-5518
    • “A Novel Business Intelligence System Framework”, Universal Journal of Computer Science and Engineering Technology (UniCSE),Nov-Dec 2010,  Published at USA
    • “Comparative study of Decision tree classification algorithms in Data Mining”, International Journal Of Computer Applications In Engineering, Technology And Sciences (IJCAETS) (ISSNO: 0974-3596 |April ’10 -Sept ’10, India. International Journal of Computer Applications in Engineering, Technology, And Sciences (IJCAETS).
  • “Novel GP Operator for GP Classification”, International Journal of Scientific & Engineering Research, Volume 4, Issue 5, May-2013 ISSN 2229-5518
  • “Challenges in Individual Representation of GP Classification” Journal of Computer Technology & Applications, Volume 4, Issue 1, ISSN: 2229-6964, April 2013
  • “Genetic Programming in Data Mining Tasks”. International Journal of Advanced Research in Computer Science(IJARCS) Accepted for March –April Vol 3 No 2012 Issue, ISSN No. 0976-5697
  • “A Review on Data mining from Past to the Future”, International Journal of Computer Applications, April-2011. www.ijcaonline.org
  • “User Interface Design Framework for Digital Libraries”, International Journal of Advanced Research in Computer Science, www.ijarcs.info. 2010
  • “A Multi-Objective Genetic Algorithm for Feature Selection in Data Mining”, International Journal of Computer Science and Information Technologies (IJCSIT). NOV-DEC 2010. Issue, http://www.ijcsit.com/docs/vol1issue5/ ijcsit2010010523.pdf
  • “Text mining for Medical Diagnosis”. Coimbatore Institute of Information Technology International Journal (CIIT)” in NOV-2010 Issue, India.
  • “A Novel Business Intelligence System Framework”. Universal Journal of Computer Science and Engineering Technology (UniCSE), Nov-Dec 2010, Published at USA.
  • “A Survey on Genetic Programming in Data Mining Tasks”, Journal of Computer Technology & Applications, ISSN: 2229–6964© STM Journals 2012,Volume 3, Issue 1, April 2012, Pages.

Conferences

• “Credential and security issues of cloud service models”, Published in IEEE Explore in collaboration with Next Generation Computing Technologies (NGCT), 2016 2nd International Conference on Next Generation Computing Technologies held, Oct 14- 16th 2016, at University of Petroleum and Energy Studies, Dehradun, India.
• “Semantic Web Technology for Petroleum Industry”, International Conference at the University of Petroleum & Energy Studies, Dehradun. June 2011, University of Petroleum & Energy Studies, Dehradun, Utharakhand, India.
• “Data Classification in Data Mining” National Level Conference at Sri Padmavathi Mahila Viswa Vidyalayam, September 2009, Tirupathi, Andhra Pradesh
• “Challenges in Individual Representation of GP Classification”, National Conference at SV University, Tirupathi. April-2013
• “Information Retrieval System through Soft Computing “, National Conference on Recent Trends in Web Sciences (NCRTWS 2014) 14-15th March 2014, Held at Dravidian University, Kuppam, Andhra Pradesh, India
• “A Novel Air Quality Prediction Model Using Hybrid Soft Computing Technique”, National Conference on Recent Trends in Web Sciences (NCRTWS 2014) 14-15th March 2014 Held at Dravidian University, Kuppam, Andhra Pradesh, India
• “A Novel Web Mining Through Swarm Intelligence “, National Conference on Recent Trends in Web Sciences (NCRTWS 2014) 14-15th March 2014 Held at Dravidian University, Kuppam, Andhra Pradesh, India
• “A Survey on Genetic Programming In Data Mining Tasks”, International Conference Systemics, Cybernetics and Informatics ICSCI 2012, Held at Hyderabad, Feb 15-18,2012

Patents

• ‘A blockchain based system for electronic record data se security for the healthcare domain’ patent filed on 12th August 2021, Application Number 202111036499
• A user interface for health monitoring under various entities through a user device’ on 18-12-2020 with application Number 202011055225
• A system for electric moving machine with artificial intelligence interface” filed on 4th November 2020 with application Number 202011048239
• A system providing status of vehicles in queue at electric charging stations to a user” 18-11-2020 with application Number : 202011050136
• An impact of yoga in public wellness using machine learning http://www.ipindia.nic.in/writereaddata/Portal/IPOJournal/1_4885_1/Part-1.pdf
• A system for movement tracking and pairing for biomedical iot devices in known bounds and method thereof’ filed on 28th Oct 2020 with application Number: 202011047104
• A system for the power   generation, power   distribution, and power transmission with iot connectivity (Submitted on 12th -OCT-2020) with application number 202011044487
• A system for sensing the slope and identify the earth movement and landslides filed on 8th October 2020 with Application Number 202011044036
• System and method for analyzing emotion-biofield in real-time filed on 24-07-2020.
• Copyright with diary number 13443/2021-CO/L, e-filed on 18/06/2021 with title of the work as, “a machine learning based automated data classification for cloud computing model” with registration Number: L-107176/2021

Edited Books

• “Smart and Innovative Trends in Next Generation Computing, Vol-827, Communications in Computer and Information Science Series, Springer. (Scopus Indexed).
• Smart and Innovative Trends in Next Generation Computing, Vol-828, Communications in Computer and Information Science Series, Springer. (Scopus Indexed).

STTPs/Workshops Attended

• Advanced Course in Machine Learning using Python, IIT Madras , June 2021
• Certified PUBLONS Academy mentor
• Certified professional for Outcome based Education (OBE), curriculum design as per NAAC and NBA requirements.
• Black Board Certified Professional for Hybrid Blended Online (HBO) Courses (5 courses) Issued by Laureate Network group of Education, USA.
• IBM Certified trainer for the courses Open Source and Open Standards,
• IT Infrastructure Landscape overview, Web Technology through PHP, Fundamentals of Oil and Gas Informatics, Fundamentals of Healthcare Informatics.
• IBM Certified trainer on Data Warehouse and Multidimensional Modeling
• IBM Certified Trainer for Data Mining & Predictive Modelling.
• Oracle Academy certified professional for Database Design and Programming with SQL.
• Core Java Certification by Oracle
• Open Source S/W Development by IBM
• PHP Programming by IBM
• Certified professional Mission 10X program for design of higher education curriculum.

Expert Talks/ Invited Lectures / Seminars / Workshops / Conferences Organized/Conducted

• Secretary and Convener for International conference on Digital Technology Vision 2030: Transforming Healthcare, Education and Industry (ICDTV- 2030) held Feb 2024.  https://icdtv.nmims.edu/
• Secretary & Convener NGCT 2017 International Conference www.ngct2017.in held on 30th and 31st October 2017.
• Blackboard Training for Teaching Faculty members from June 10th to 11th 2017, at University of Petroleum and Energy Studies, Dehradun, India.
• Train the  Trainer  for  the  course  Open  Source  and  Open  Standards  June  28th -30th 2017, at University of Petroleum and Energy Studies, Dehradun, India.
• Conducted workshop  on  Outcome-based  education  on  8th    January 2016 at UPES, Dehradun, Uttarakhand, India.
• Session Chair in NGCT 2015, held at the University of Petroleum and Energy Studies, Dehradun, from September 4-5th 2015. Dehradun, Uttarakhand, India.
• Session Chair in NGCT 2015, held at the University of Petroleum and Energy Studies, Dehradun, during October 14-15th  2016. Dehradun, Uttarakhand, India.
• Special Chairperson in CSI-2015, 50th Golden Jubilee Annual Convention on “Digital Life” from 2nd to 5th December 2015 held at New Delhi, India.
• 1th International Next Generation Computing Technologies NGCT 2015, Organized by Centre for Information Technology at University of Petroleum and Energy Studies, 4-5 September 2015. Dehradun. INDIA
• 2nd International Next Generation Computing Technologies NGCT 2016, Organized by Centre for Information Technology at University of Petroleum and Energy Studies, 14-16 October 2016. Dehradun. INDIA
• Organized 3rd International Next Generation Computing Technologies NGCT 2017, in School of Computer Science (SoCSE) at the University of Petroleum and Energy Studies, 30-31st October 2017. Dehradun. INDIA
• Session Chair for INDIACOM International  Conference  2016,2017,  and 2018
• 10 Months online training program on Advanced Course in Machine learning using python by IIT Madras and CII,  successfully  completed  from  July 2020 to December 2020.
• Two weeks Faculty Development program on Outcome based education 2019 .
• Two Weeks Faculty Development Program on Design and Analysis of Algorithms conducted by IIT Kharagpur, under MHRD India, from 18th May to 31st May 2015.
• One Week UGC Sponsored Short Term Course on Cloud Computing through ICT, conducted by NITTTR, Chandigarh, India from July 29th to 2nd August 2013.
• One week Faculty Development Program at University of Petroleum and Energy Studies, Dehradun, India from April 26th to May 1st, 2013.
• One-week Faculty Development program at University of Petroleum and Energy Studies, Dehradun, India on PHP & Open Source Technologies through Train the Trainer program by IBM from January 16th to 21st January 2012.
• One week FDP on High Impact Teaching Skills by Wipro Mission 10X  at  the University of Petroleum and Energy Studies, Dehradun, India on December 2011.
• One Week National Workshop on Data Mining and Data Warehousing under MHRD- DST, Govt of India FDP by Indian Statistical Institute (ISI), Delhi, India on October 2011.
• One-Day International Workshop under WISP Series by IIIT, Hyderabad, India December 2011.
• Four Days Faculty Development program on Train the Trainer program for Open Standards by IBM India in September 2011.
• International Workshop on     “Cloud Computing” by Prof Rajkumar Buyya at Anna University, Chennai, India. January 2009.
• International Workshop on Data Mining for Web Intelligence at MIT Madras by Anna University, India from January 20th to 21st -2011.
• Session Delivered on Data Collection and Processing for Scientific Research  at Amity University Madhya Pradesh, Gwalior. on January 12th 2022.
• Online Session Deliver at Human Resource Development Centre, LNIPE Gwalior as a resource person and delivering two online lectures entitled, MOOCS Concept, Structure, Preparing the MOOC Proposal script/storyboarding, preparation of teaching-learning materials Developing effective PowerPoint presentation on 27-11-2021
• Webinar on Healthcare Informatics with Specialization in Computer Science and Engineering https://youtube.com/watch?v=-F2E4F-l7rs
• Delivered an Online Webinar on Career opportunities for Computer Science & Engineering with Data Science in July 2020.
• Delivered webinar on Machine Learning – Career opportunities, August 2020.

 

Extra/Co-Curricular Activities

• Guest Editor “Smart and Innovative Trends for NexGen Computing and Communications”, Cluster Computing Journal, Springer (SCIE and Scopus Index)
• Guest Editor “Smart and Innovative Trends for Next Generation Computing and Applications”, Intelligent Decision Technologies, IoS Press. (Scopus Index)
• Guest Editor “Smart and Innovative Trends for Next Generation Computing and Applications”, International Journal of IT and Web Engineering, IGI Global. (Scopus Index)
• Book Chapters in Edited Books: – 05 (IGI Global Publications)
• International Journals Research Publications
• International/National Conferences&nbsp

Official Email Id

venkatadri.marriboyina@nmims.edu

LinkedIn Profile: