Research Areas

  • Machine Learning, Data Mining, Data Science, Data analytics
  • Software Engineering, Software Performance Engineering Software Reliability
  • Web Services, Service Oriented Architecture, Multi Agent Systems
  • Cloud Computing, Blockchain Technologies
  • Video-on-Demand (VoD), Intelligent Transport System (ITS).
  • Computer Networks, Internet of Things (IoT)
  • Mobile adhoc networks, Internet of Things, Vehicular Adhoc Networks

Research Supervisor Details

# Research Supervisor Specialization Awarded University Year of Award
1.Dr. D N SujathaMobile adhoc networks, Internet of Things, Vehicular Networks, Machine LearningBangalore University2009
2.Dr. K VijayakumarData mining, Machine Learning and related areasUniversity of Hyderabad2010
3.Dr. Ch. Ram Mohan ReddySoftware Performance Engineering and related areas, Data Analytics, Machine LearningVisvesvaraya Technological University2017
4.Dr. S. UmaService-Oriented Architecture, Multi Agent Systems, Data Science, Machine LearningVisvesvaraya Technological University2020

Research Scholars

S.No Details
1.

Guide Name : Dr. K Vijayakumar

Student Name : VIJAYALAXMI P CHINIWAR

Field of Study : Machine Learning

Scholar Type : Part Time

Qualification : Ph.D

Year of Admission : 2023

2.

Guide Name : Dr. Ch. Ram Mohan Reddy

Student Name : BALARAM M

Field of Study : Machine Learning

Scholar Type : Part Time

Qualification : Ph.D

Year of Admission : 2023

3.

Guide Name : Dr. K Vijayakumar

Student Name : Smt. T S Pushpa

Field of Study : Machine Learning/Data Mining

Scholar Type : Part Time

Qualification : Ph.D

Year of Admission : 2017

Status : PURSUING

4.

Guide Name : Dr. K Vijayakumar

Student Name : Smt. S Shilpa

Field of Study : Machine Learning/Data Mining

Scholar Type : Part Time

Qualification : Ph.D

Year of Admission : 2017

Status : PURSUING

5.

Guide Name : Dr. K Vijayakumar

Student Name : Sri. Shankru Guggari

Field of Study : Machine Learning/Data Mining

Scholar Type : Full Time

Qualification : Ph.D

Year of Admission : 2016

Status : COMPLETED

6.

Guide Name : Dr. D N Sujatha

Student Name : Smt. V Padmapriya

Field of Study : Computer Networks

Scholar Type : Part Time

Qualification : Ph.D

Year of Admission : 2012

Status : COMPLETED

Contact Person: Dr. K Vijayakumar
Research Facility: Research Lab-2 Data Analytics & Research Lab (DARL)
Description: Contact: vijaykumark.mca@bmsce.ac.in Location:1st Floor, PG block Department of Computer Applications, BMSCE Data Analytics Research Lab was established on 7th February 2016. It facilitates students to learn and apply data analytics to various data sets. It facilitates research scholars and MCA students to develop novel algorithms in data mining and pattern analysis. Students are encouraged to setup Hadoop cluster, to write Map-Reduce programs for variety of challenges in data mining, and to explore R tool for data analysis. UGC Research Funded project of Rs. 5,85,800/-
Files: Data Analytics Research Lab
Contact Person: Nagesh Acharya A
Research Facility: MCA Lab-2
Description: HP PRO DESKTOP 5070 (Intel i7 processor, 16GB RAM, 1TB HDD) - 20 Nos.
Files:
Contact Person: Nagesh Acharya A
Research Facility: MCA Lab-1
Description: 1. Acer Veriton Desktop, 60Nos, Specification: Intel Core i7-4470, Intel H81, 24” Monitor with Graphics card, DVD-RW, 1TB HDD, 8GB RAM 2. HP DC7800 Desktop, 05Nos, Intel Core 2 Duo E 6750 , Intel Q35, DVD-RW,17” TFT Monitor, 250GB HDD, 2GB RAM 3. HP Elite 8000 Desktop, 45Nos, Intel Core 2 Quad Q 9500, HP Intel Q45Q3, 18.5” TFT Monitor, 320 GB HDD, 6 GB RAM, 4. HP LAPTOP, 02Nos. Intel Core i5. 1TB HDD, 8GB RAM INTERNET FACILITY IN THE CAMPUS: (Service Providers) 1. BSNL 2. SIFY 3. METRONET TOTAL BANDWIDTH: 800 MBPS
Files: MCA Lab
Contact Person: Dr. K. Vijayakumar
Research Facility: Research Lab-1 (Innovation Cluster Lab -ICL) ,
Description: 1. HP WORKSTATION 24G4 TOWER MODEL, 32GB RAM, 512 GB SSD, 2 TB HDD, - 1 No.
2. HP ELITE POWER 800 DESKTOP, I7 PROCESSOR, 32GB RAM, 1TB HDD, 512 GB NVM – 05 Nos.
3. HP PRO DESKTOP 400, I7 PROCESSOR, 16GB RAM, ITB HDD – 4 Nos.
4. ACER Desktop (Intel i7 processor, 8 GB RAM, 1TB HDD) – 1 No.
Location:1st Floor, PG block Department of Computer Applications, BMSCE.
ICL was started on 3rd December 2014. BMSCE and Altimetrik create “Innovation Cluster Lab” (ICL), a joint research and innovation lab in Bangalore on BMSCE premises. Designed to encourage innovative thinking and solutions at the forefront of the digital eco-system, the initiative embraces the spirit of “Make in India” by encouraging students and faculty to focus on the “CREATE” aspect of innovation, but with a global thinking and mindset infused by the industry through Altimetrik. The amount generated with ICL/Altimetrik (1 project completed, 2 Hackathons conducted (John Deer and Lumisoft Technologies)) is Rs. 3,43,923/-
Files:

Research Grants

Project Title : Teacher Recruitment modelling using Partitioning based Data mining Techniques

Sanctioned Year : 2014

Amount : Rs. 5,85,800/-

Funding/Sanction agency : UGC, New Delhi

Status : Completed

Principal Investigators : Dr. K Vijayakumar

File Name : Grants

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Research Students Publications

Student Name : Prateeksha S(1BM21MC037), Sandhya C(1BM21MC044)

Title of the Paper : Sahayaka: A fake currency detector application for visually impaired individual

Research Description : International Conference for Women in Innovation, Technology and Entrepreneurship(IEEE ICWITE-2024) held from February 16-17, 2024 at Vemana Institute of Technology, Bengaluru.

Faculty Coordinator : Dr. V Padmapriya , Dr. S Uma,

Year : 2023

Student Name : Halappanavar Ruta Shivarudrappa (1BM21MC016), Nandhini S P(1BM21MC032)

Title of the Paper : Enhancing Flood Forecasting Accuracy through Machine Learning Approaches

Research Description : G20 C20 International Conference on “Interdisciplinary Approaches in Civil Engineering for Sustainable Development (IACESD-2023)”, July 07-08, 2023 at Jyothy Institute of Technology

Faculty Coordinator : Pushpa T S, Shailaja K P

Year : 2023

Student Name : Sumanth V(1BM21MC052), Manasa G(1BM21MC027)

Title of the Paper : Smart Watering: Revolutionizing Irrigation with AR and IoT

Research Description : G20 C20 International Conference on “Interdisciplinary Approaches in Civil Engineering for Sustainable Development (IACESD-2023)”, July 07-08, 2023 at Jyothy Institute of Technology.

Faculty Coordinator : Pushpa T S, Ch. Ram Mohan Reddy

Year : 2023

Student Name : Monnappa B K(1BM21MC030), Shiva Kumar BM(1BM21MC047)

Title of the Paper : Smart Water Management: Using Machine Learning to Analyze Water Quality Index

Research Description : G20 C20 International Conference on “Interdisciplinary Approaches in Civil Engineering for Sustainable Development (IACESD-2023)”, July 07-08, 2023 at Jyothy Institute of Technology.

Faculty Coordinator : Pushpa T S, Shilpa S

Year : 2023

Student Name : Niranjan Raj (1BM17MCA31), Pallavi U Sharma(1BM20ET067)

Title of the Paper : Temperature and soil parameter monitoring system

Research Description : G20 C20 International Conference on “Interdisciplinary Approaches in Civil Engineering for Sustainable Development (IACESD-2023)”, July 07-08, 2023 at Jyothy Institute of Technology.

Faculty Coordinator : Shailaja K P, Pushpa T S

Year : 2023

Student Name : Niteesh K R (1BM20MC032), Pooja TS(1BM21MC034)

Title of the Paper : Comparative Analysis of Machine Learning Models for Earthquake Prediction using Large Textual Datasets

Research Description : G20 C20 International Conference, “Interdisciplinary Approaches in Civil Engineering for Sustainable Development (IACESD-2023)”, July 07-08, 2023 at Jyothy Institute of Technology.

Faculty Coordinator : Pushpa T S, Lakshminarayana P, Girish K

Year : 2023

Student Name : Shiva Kumar BM (1BM21MC047), Monnappa BK (1BM21MC030),

Title of the Paper : GrowWise: Advancing Crop Selection with Machine Learning Intelligence

Research Description : 8th International Conference on Engineering Research and Innovations-(ICERI-2023) Virtual Conference, Terna Engineering college(TEC), Nerul, Navi Mumbai, in association with Institute For Engineering Research and Publication (IFERP).

Faculty Coordinator : Pushpa T S, Shailaja K P,

Year : 2023

Student Name : Damini D H(1BM21MC011),

Title of the Paper : DETECTION OF BREAST CANCER BY MACHINE LEARNING ALGORITHMS

Research Description : IEEE International Conference ON New Frontiers IN Communiation, Automation, Management and Security", Presidency University, Bangalore, October 27-28, 2023.

Faculty Coordinator : Shailaja K P, Pushpa T S

Year : 2023

Student Name : Ganesh Hedge (1BM20MC014)

Title of the Paper : IoT Devices in Health Monitoring

Research Description : second International Conference on Current Trends in Multidisciplinary Research (organized by Indian Academicians and Researchers Association –IARA)

Faculty Coordinator : Shailaja K P, Pushpa T S

Year : 2022

Link

Student Name : Rithvik K Joshi (1BM20MC042), Riti (1BM20MC043)

Title of the Paper : Analysis On Word2Vec For User Recommendations

Research Description : Fourth IEEE International Conference on Cognitive Computing and Information Processing CCIP 2022, JSS Academy of Technical Education (JSSATE), Bengaluru, December 23-24, 2022.

Faculty Coordinator : ), S Shilpa, Pushpa T S

Year : 2022

Student Name : Amit Karmakar (1BM20MC003)

Title of the Paper : ARCADE CAR PHYSICS IN UNITY 3D FOR GAMES AR/VR

Research Description : Advanced Research in Computer Science and Information Technology (ICARCSIT), Kolkata, India (virtual mode), September 25, 2022

Faculty Coordinator : Pushpa T S, M Siva Rama Krishna

Year : 2022

Link

Student Name : Satish Kumar S (1BF19MCA09)

Title of the Paper : Covid-19 and Lung Disease Detection

Research Description : GIS SCIENCE JOURNAL Volume 8, August 2022, ISSN NO : 1869-9391, DOI: 20.18001.GSJ.2022.V9I8.22.39964, August 24, 2022.

Faculty Coordinator : Pushpa T S, Shilpa S, Shailaja K P

Year : 2022

Link

Student Name : Karthik G Dath (1BM20MC021), K E Krishna Prasad (1BM20MC018)

Title of the Paper : IoT WEATHER FORECASTING USING RIDGE REGRESSION MODEL

Research Description : International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICE 2022), Coibotore, India, dated: August 11-12, 2022

Faculty Coordinator : Pushpa T S, Shailaja K P

Year : 2022

Link

Student Name : Jaswanth Reddy E (1BM20MC017)

Title of the Paper : Road accident prediction using Machine learning

Research Description : International Conference on Multidisciplinary Innovation in Academic Research (ICMIAR-23), Chennai, March 17-18, 2023.
Received Best Paper award.

Faculty Coordinator : Shilpa S

Year : 2022

Student Name : Akhil Yadav C S(1BM21MC003)

Title of the Paper : Stock Price Prediction using Bat Algorithm

Research Description : International Journal on Recent and Innovation Trends in Computing and Communication, vol. 11, no. 3, pp. 94–97, April 4, 2023.
DOI: https://doi.org/10.17762/ijritcc.v11i3.6207

Faculty Coordinator : Shailaja K.P, Manjunath M

Year : 2022

Student Name : Vibha S (1BM21MC059)

Title of the Paper : Breast Cancer Detection using Machine Learning Algorithm

Research Description : International Conference on Multidisciplinary Innovation in Academic Research (ICMIAR-23), Chennai, March 17-18, 2023.

Faculty Coordinator : Shailaja K P, Pushpa T S

Year : 2022

Student Name : Nandan S (1BM20MC029), Dilip C M (1BM20MC013)

Title of the Paper : Multi-Class Disease Detection using Convolution Neural Network

Research Description : 3rd International Conference on Recent Innovative Trends in Computer Science and Applications (ICRITCSA-2022), MSRIT, May 6-7, 2022

Faculty Coordinator : Shailaja K P, Pushpa T S

Year : 2021

Student Name : K E Krishna Prasad (1BM20MC018), Karthik G Dath (1BM20MC021)

Title of the Paper : IoT Weather Forecasting using AR Model

Research Description : K E Krishna Prasad and Karthik G Dath had presented the paper at National Conference on Computing Technology (NCCT 2022), RNSIT, Bengaluru. June 30, 2022.

Faculty Coordinator : Pushpa T S, Shailaja K P

Year : 2021

Link

Student Name : Sharmila T(1BF18MCA22), Ankitha H M (1BF18MCA02)

Title of the Paper : Predictive Modelling for Risk Identification in Share Market Trading - A Multiphase Approach

Faculty Coordinator : R V Raghavendrarao, Ch Ram Mohan Reddy

Year : 2021

Student Name : Mahesh M(1BM18MCA13), Rohan R(1BM18MCA17)

Title of the Paper : A Framework to Detect Hibiscus Flower using YOLOV3 and SSD Mobilenet

Research Description : 2nd international Conference on Data Science, Machine Learning & Applications, ICDSMLA-2020. (Date of Publication: December 24, 2020)

Faculty Coordinator : V Padmapriya, D. N. Sujatha

Year : 2020

Link

Student Name : Rohan R(1BF18MCA17)

Title of the Paper : Blockchain-Based Solution for Physical Asset

Research Description : IEEE International Conference- ICOMBI 2020, B.M.S. College of Engineering, Bengaluru, Feb 21st to 22nd, 2020

Faculty Coordinator : Sandeep Verma N and M Siva Rama Krishna

Year : 2019

Student Name : Yang Pan(1BM15MCA59)

Title of the Paper : Identification of road signs using a novel convolutional neural network

Research Description : Chapter 15 – “”, Editor(s): G.R. Sinha, Jasjit S. Suri, Cognitive Informatics, Computer Modelling, and Cognitive Science, Academic Press, 2020,Pages 319-337,ISBN 9780128194430, (Book Chapter or Books | Published On : 01-01-2020)

Faculty Coordinator : Vijayakumar Kadappa, Shankru Guggari

Year : 2019

Student Name : Shivaraju Nagesh

Title of the Paper : Local support-based partition algorithm for frequent pattern mining. Pattern Analysis and Applications

Research Description : https://doi.org/10.1007/s10044-018-0752-x (Springer Publishers), Journal | Published On : 01-08-2019

Faculty Coordinator : Vijayakumar Kadappa

Year : 2019

Link

Student Name : Harshith Jain (1BM17MCA19), Avanish Giri (1BM17MCA06)

Title of the Paper : Blockchain adoption in Crowdfunding - An Evaluation and Demonstration of Cryptobuddies Framework

Research Description : In modern financial funding, system facing unique challenges in investment and
investment management process. In the process of investing, identifying right project is
trivial. Once identify the right project managing funds is key. To achieve this we need to
look for advanced technologies and sustainable solutions in fund management. Blockchain
technology reinvents the banking ecosystem and allows traditional financial institutions to
conduct their own business more efficiently. The key idea is implementing decentralized
transaction ledger functionality on Blockchain platform. Blockchain could be used to
register, confirm, and transfer all manner of contracts and property. In this work all
financial services are being reinvented with Blockchain-based decentralized models as
crypto buddies. The idea is that peer-to-peer fundraising. This work powered by
Blockchain technology remove the need for an intermediary third party and implement
trust worthy mechanism in fund utilization. This paper reviews different prospects,
advantages, approaches, and technical challenges of utilizing the Blockchain technology in
the smart funding, and presents frameworks for key smart funding Blockchain-based
applications. This framework initiates crowd fund crypto currency projects in a
decentralized, with more effective checks and balances.

Faculty Coordinator : R V Raghavendra Rao, Ch. Ram Mohan Reddy

Link

Student Name : Sandeep Sarkar (1BM09MCA41)

Title of the Paper : Approximating Shortest Path in Large Scale-Road Networks with Turn Prohibitions using Multi-Constrained Path Algorithm 2013 Sep

Faculty Coordinator : Sri. Girish K

Link

Student Name : Akshay K Ashok(1BM16MCA04)

Title of the Paper : Road Side Unit assisted Emergency Vehicle Transit Approach for Urban Roads using VANET 2018-19

Faculty Coordinator : Smt. V. Padmapriya

Student Name : Shivaraju Nagesh(1BM15MCA77)

Title of the Paper : Local support-based partition algorithm for frequent pattern mining 2018-19

Faculty Coordinator : Dr. K . Vijayakumar Kadappa

Link

Student Name : Shiva Raju N(1BM15MCA77)

Title of the Paper : A Map-Reduce model of Decision tree classifier using attribute partitioning approach 2017-18

Faculty Coordinator : Dr. K . Vijayakumar Kadappa

Link

Student Name : Akash A Murthy(1BM15MCA72)

Title of the Paper : Race : Registry with Access Control Enclosure Based Service Reliability and Information Security over cloud 2016-17

Faculty Coordinator : Sri. R V Raghavendra Rao

Link

Student Name : Smitha S (1BM14MCA45)

Title of the Paper : Impact of Malicious Node on Secure Incentive Based Advertisement Distribution (SIBAD) in VANET 2016-17

Faculty Coordinator : Dr. D. N. Sujatha & Smt. V Padmapriya

Link

Student Name : Divyesh Parekh(1BM12MCA10), Abhishek Kubasad(1BM12MCA01)

Title of the Paper : Landmark-Based Path Computation in Large Road Networks with Multiple Traffic Constraints 2015-16

Faculty Coordinator : Sri. Girish K

Student Name : Vipin Rajan (1BM04MCA88)

Title of the Paper : Design of Techniques to Enhance the Services for Mobile Video-on-Demand Applications 2013-14

Faculty Coordinator : Dr. D. N. Sujatha, Sri. Girish K

Link

Student Name : Vipin Rajan (1BM04MCA88)

Title of the Paper : Video-on-Demand Applications on Portable Devices: A New Paradigm 2013-14

Faculty Coordinator : Dr. D. N. Sujatha, Sri. Girish K

Link

Research Documents

S.No Details
1.

Title : MSME

Description:

Year : 2024

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2.

Title : Medha Tech Solutions Pvt. Ltd.

Description: a) Internship / Major Projects - Offer projects for an individual or in a Team. b) Provide Technical Support in conducting/Sponsoring the department events like FDP, Workshop, Institute Level Events etc.

Year : 2023

File Name : MOU_MedhaTech_BMSCE

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3.

Title : Vande Foundation

Description:

Year : 2023

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4.

Title : SCS Techsol India Pvt. Ltd.,

Description: SCS is a service-based company which provides software based solutions in the areas of Automotive, Agriculture, Logistics, Healthcare domains. Department of Computer Applications at BMSCE has an MoU with SCS Techsol India Pvt. Ltd. where students intern for developing applications. The POCs for this MoU are Dr. D N Sujatha, Prof. Girish K, and Prof. V. Padmapriya.

Year : 2022

File Name : MoU_SCS_BMSCE

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5.

Title : Bellbird Technologies

Description:

Year : 2022

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6.

Title : JoulestoWatts

Description:

Year : 2022

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7.

Title : iTDAY India Private Ltd.,

Description: This MoU signed between Department of Computer Applications, B.M.S. College of Engineering and iTDAY India Private Limited with the intention to provide 6 weeks and 6 months internship to the students.

Year : 2021

File Name : MoU with iTDAY India Private Ltd

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8.

Title : Gogappi Pvt. Ltd.

Description: Gogappi is a start-up company started by three young engineering graduates. This organization aims to connect street food vendors in Bangalore through Mobile Apps. They are an application Development Company looking for students to work for building mobile apps for connecting street food vendors. Department of Computer Applications, BMSCE has an MoU with Gogappi where students intern for developing Mobile Apps. The POCs for this MoU are Dr. S Uma and V. Padmapriya.

Year : 2021

File Name : GoGappi_MOU

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9.

Title : MicroDegree

Description: Internship opportunity, Project Work, MicroDegree Certification Courses on Python, C, C++, Java, JavaScript, PHP

Year : 2021

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10.

Title : BMSCE - AIKYA

Description: AIKYA is youth intiative of The Akshaya Patra Foundation. Aikya Leadership Forum will provide a platform for to build & hone their and communication capabilities, there by create social leaders, who bring a positive development in our country

Year : 2019

File Name : AIKYA

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11.

Title : VTU e-Shikshana in BMSCE

Description: VTU e-learning centre, Mysuru has taken up intiative to implement e-Shikshana - an interactive e-Learning platform in BMSCE. This is use to receive live lectures from eminent personality, industry interaction programs, video conferences with VTU officials, special programs for research scholars etc

Year : 2018

File Name : e-Shikshana in BMSCE

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12.

Title : Altrimetric

Description: BMSCE and Altimetrik create “Innovation Cluster Lab” (ICL), a joint research and innovation lab in Bangalore on BMSCE premises. Designed to encourage innovative thinking and solutions at the forefront of the digital eco-system, the initiative embraces the spirit of “Make in India” by encouraging students and faculty to focus on the “CREATE” aspect of innovation, but with a global thinking and mindset infused by the industry through Altimetrik.

Year : 2014

File Name : MOU With Altrimetric

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13.

Title : Novell

Description: • Soft skills in campus training • In campus training on special skills/ technology • Project Training • Faculty Engagement • Institute Engagement • Outsourcing Projects • Curriculum Initiatives

Year : 2014

File Name : MOU with Novell

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14.

Title : Empowerment of Students/Teachers, sponsored by the National Mission on Education through ICT (MHRD)

Description: Teachers need to constantly upgrade themselves to learn about advances in their domain, and to understand the best practices for facilitating best possible learning. The T10kT project (supported by National Mission on Education through ICT) at IIT Bombay, permits thousands of teachers to benefit from each of these programs. Use of online and blended approach allows participants to complete a significant part of training online, thus reducing the time which must be spent on face-to face synchronous interaction.

Year : 2012

File Name : NMEICT_MHRD

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