Faculty Reseach

RESEARCH AND DEVELOPMENT Executive Summary Academic Research Sponsored Reseach Development Activities Consultancy

Research and Development

Academic research includes research paper publications, Ph.D. guidance, and faculty receiving Ph.D. during the assessment period.

(i) Ph.D. guidance

Ph.D. Awarded during the Assessment Period

Sl. No.	Name of the faculty	Designation	University	Ph.D. Awarded Year	Title
1	Dr. Latha P H	Asst. Professor	VTU	2019	Design Of The Multilayer Protocol And Its Performance Evaluation

(ii) Details of Research Supervisor

Available research supervisors in ISE Research Center

Sl. No.	Name of The Research Supervisor	Name of The University From Which Ph. D Is Awarded	Specialization	No of Candidates Registered For Phd
1	Dr. Shanthi Mahesh	VTU, Belagavi	Image Processing & Bioinformatics	4
2	Dr. Neha Mangla	VTU, Belagavi	Artificial Intelligence	4

(iii) PhD Pursuing Faculty data Under Atria-ISE Research Centre

Research Scholar Under Atria-ISE Research Centre

Sl.No	USN	Research Guide	Name of Scholar	Topic of Research	University &Year of Research	Research Status
1	1AT16PEJ01	Dr. Shanthi Mahesh	Mrs. Spoorthi.B	Enhanced Meta-Heuristic Algorithm For Improving Identification & Classification Of Cancer In Ct Lung Images	VTU 2016	Pre Comprehensive Viva Completed
2	1AT17PEA09	Dr. Shanthi Mahesh	Mr. Narasimha Reddy	Design and Evaluation of Classification Models for Brain Computer Interfaces	VTU 2017	Pre Comprehensive Viva Completed
3	1AT18PCS01	Dr. Shanthi Mahesh	Mr. Gunturi S Raghavendra	Processing of large scale unstructured streaming data using H;Stream Framework	VTU 2018	Course Work Completed
4	1AT15PEJ05	Dr. Neha Mangla	Mr. Suhas A Bhyratae	Computational Approach for the Analysis of Transcriptional and Translational Regulatory Modules	VTU 2015	Pre Comprehensive Viva Completed
5	1AT17PEA02	Dr. Shanthi Mahesh	Mrs. Ayesha	“Extreme Computing on Canine Data – A Big Data Based Deep Learning Diagnostic Framework”	VTU 2016	Pre Comprehensive Viva Completed
6	1AT17PEA08	Dr. Neha Mangla	Mrs. Manjula.Shiva	Virtue of on-Line Blitz Detection and Alleviation Using Hadoop Framework	VTU 2017	Pre Comprehensive Viva Completed
7	1AT19PCS02	Dr. Neha Mangla	Mrs. Archana Homblinath	Vehicle Insurance Claim Application-Based On Blockchain Distributed	VTU 2019	Course Work Completed
8	1AT19PIS01	Dr. Neha Mangla	Mrs. Durga Bhavani A	A Novel intrusion detection and response mechanism for Internet of Things using hybrid algorithm	VTU 2019	Course Work Completed

(iv)PhD Pursuing Faculty data Under Others Research Centre

Regular faculties pursuing PhD’s

Sl.No	Research Guide	Name of Scholar	Topic of Research	University &Year of Research	Research Status
1	Dr. Indrajith Mandal	Mrs. Kavitha Patil	SSL Crypto processor Using FPGA	VTU 2015	Pre Comprehensive Viva Completed
2	Dr. Aishwarya P	Mrs. Sheba Jebakani	A Novel approach for 3 D Image Recognition Reconstruction and Key Generation Using Hybrid Algorithms	VTU 2015	Course Work Completed
3	Dr. Indrajith Mandal	Mr. Srinivasa B V	An Efficient Framework for Virtual Machine Migration Over Cloud Environment	VTU 2015	Pre Comprehensive Viva Completed
4	Dr. Y P Gowaramma	Mr. Omprakash	Design & Development of novel energy efficient method with clustering strategies for WSNs	VTU 2016	Pre Comprehensive Viva Completed
5	Dr. Latha P H	Mrs. Manjula H N	A Novel Hybrid Approach For Load Balancing in Cloud Computing	VTU 2016	Pre Comprehensive Viva Completed
6	Dr. K. John Singh	Ms. Vaishali Thakare	Computational trust models in Cloud Security	VIT, Vellore 2017	Submitted Thesis

Academic Research

(i) Research Journal/Conference Publications by Faculty – CAY(2020-21)

Sl.no	Title	Author	Journal/Conference name	Year	ISSN	DOI
1	Processing Large Scale Unstructured Big Data Using UStream Framework	Gunturi S Raghavendra, Dr. Shanthi Mahesh, Dr. M.V.P. Chandrasekhara Rao	Journal of Seybold Report	2020	1533-9211	10.1109/MAHC.2019.2926975
2	An Efficient Mechanism for Brain Activity Recognition using Deep Neural Network	CH Narsimha Reddy, Shanthi Mahesh, K Manjunath Achari	International Journal of Advanced Trends in Computer Science and Engineering	2020	2277-3878	10.30534/ijatcse/2020/332952020
3	An Effectual C r a m on DDoS Blitz Tools and Approaches via HADOOP Framework	Manjula H T, Dr.Neha Mangla	Journal of Seybold Report	2020	1533-9211	10.1109/MAHC.2019.2926975
4	Review on Introgen detection approaches in resource constraint IOT environment	Durga, Bhavani A, Dr. Neha Mangla	2nd International conferences on Mobile computing and sustainable informatics	2021	978-3-030-49795-8	21100975545
5	Nodule segmentation of lung, CT image for medical applications	Spoorthi Rakesh, Dr. Shanthi Mahesh	1st International Conference on Advances in Information, Computing and Trends in Data Engineering (AICDE - 2020)	2021	2666-285X	10.1016/j.gltp.2021.01.011

(ii) Journal/Conference Publications by Faculty – CAY M2(2019-20)

Sl.no	Title	Author	Journal/Conference Name	Year	ISSN	DOI
1	Feasible Framework for Prediction of coverage and Consistency in Prediction of Gene and Protein Interactions with Regulatory Mode	Suhas A Bhyratae and Dr. Neha Mangla	International Journal Of Information And Computing Science	2019	0972-134	16.10089.IJICS.2019.V618.18.3323
2	An Energy Efficient Clustering Technique in WSNs	Omprakash B, Dr. Y P Gowramma	International Journal of Recent Technology and Engineering (IJRTE)	2019	2277-3878	10.35940/ijrte.B1203.0982S111
3	Cardiac Monitoring –A Health Application Based On Sensors	Dr. Shanthi Mahesh	International Journal Of Information And Computing Science	2019	0972-134	16.10089.IJICS.2019.V616.18.3211
4	Data Ingestion using a Novel Method: H-Stream Framework	Dr. Shanthi Mahesh	International Journal of Recent Technology and Engineering (IJRTE)	2020	2277-3878	10.35940/ijrte.E6045.018520
5	ChicWhale optimization algorithm fortheVM migration incloud computing platform	SrinivasByatarayanapura,Venkataswamy	Springer-Verlag GmbH Germany, part of Springer Nature 2020	2020	-	10.1007/s12065-020-00386-9
6	Trust Evaluation Model for Cloud Security Using Fuzzy Theory	Thakare, V. R., Singh, K. J., Prabhu, C. S. R., & Priya, M	International Conference on Emerging Trends in Information Technology and Engineering (ic-PETITE) (pp. 1-4). IEEE.	2020	ISBN:978-1-7281-4143-5	10.1109/ic-ETITE47903.2020.260
7	Impact of Digital Transformation on Security Policies and Standards. IGI Global.(Book )	Goundar, S., Bhushan, S. B., & Thakare, V. R. (Eds.).	IGI Global	2019	ISBN 13: 9781799823674	10.4018/978-1-7998-2367-4
8	Advanced Data Storage Security System for Public Cloud	Vaishali. R. Thakare	International Journal of Fog Computing, IGI Global	2020	-	10.4018/IJFC.2020070102
9	Advanced Brain Tumor Detection System	Vaishali. R. Thakare	International Journal of Fog Computing, IGI Global	2020	-	10.4018/IJFC.2020070103

(iii) Research Journal/Conference Publications by Faculty – CAY M1(2018-19)

Sl.No	Title	Author	Journal/Conference name	Year	ISSN/ISBN	DOI	Links Of Projects
1	Efficient Load Balancing Over Asymmetric Data Centre Topologies	Mrs. Manjula H Nebagiri, Dr. Latha P H	International Conference On Latest Advancement & Future Trends In Engineering Science And Management	2019	ISBN:978-93-87793-86-6	-
2	Flow Distribution-aware Load Balancing For The Data Centre Over Cloud Services With Virtualization	Mr. Srinivas B V, Dr. Indrajit Manda	International Conference On Latest Advancement & Future Trends In Engineering Science And Management	2019	ISBN: 978-93-87793-86-6, 3	-
3	A Comprehensive Discovery On Ssl/Tls With Hardware Acceleration For Rota And Cryptographic Approach	Mrs. Kavitha Patil, Dr. Indrajit Mandal	International Conference On Latest Advancement & Future Trends In Engineering Science And Management	2019	ISBN: 978-93-87793-86-6	-
4	Computer Aided Detection System For Lung Cancer Using Computer Tomography Scans	Dr. Shanthi Mahesh, Mrs. Spoorthi Rakesh, Mrs. Vidya C Patil	Aip Conference Proceedings	2018	-	Doi.Org/10.1063/1.5032063	click here to see project click here to see doi
5	A Gps-gsm Predicated Vehicle Tracking System, Monitored In A Mobile App Based On Google Maps	Dr. Neha Mangla, Mr. Sivananda; Mrs. Aishwarya Kashyap, Mrs. Vinutha	International Conference On Energy, Communication, Data Analytics And Soft Computing (Icecds), Ieee-xplore	2018	ISBN:978-1-5386-1888-2	Doi: 10.1109/Icecds.2017.8389989	click here to see project click here to see doi
6	A Survey On Accelerating Crypto –operation	Kavitha S Patil	International Conference On Current Trends Towards Converging Technologies,Ieee-xplore	2018	ISBN: 978-1-5386-3703-6	Doi: 10.1109/Icctct.2018.8551183	click here to see doi
7	A Framework For Efficient Virtual Machine Migration	Kavitha S Patil	International Conference On Current Trends Towards Converging Technologies,Ieee-xplore	2018	ISBN: 978-1-5386-3703-6	Doi: 10.1109/Icctct.2018.8550975	click here to see doi
8	Bitcoin Price Prediction Using Machine Learning	Neha Mangla	International Journal Of Information And Computing Science	2019	0972-1347	Doi:16.10089.Ijics.2019.V615.18.3098
9	Paddy Leaf Disease Detection Using Image Processing And Machine Learning	Neha Mangla	International Journal Of Innovative Research In Electrical, Electronics, Instrumentation And Control Engineering	2019	2321-2004	Doi: 10.17148/Ijireeice.2019.7220	click here to see project click here to see doi

(iv)Book Published in AY (2019-20)

Book Published
Sl. No	Name of the Faculty	Title/Topic	Year of. Publication	ISBN No	Publisher
1	Vaishali Ravindra Thakare	Impact of Digital Transformation On Security Policies and Standard	2020	978-1-7281- 4141-1	IGI Global

Table.5.7.8

(v) No of Papers Published during the Year 2018-2019 and 2019-2020

SL No	Year	No of Papers Published
1	2018-2019	29
2	2019-2020	31

(vi) Journal Publications by Faculties – (2018-19)

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SL No	Title	Author’s	Journal Name	ISSN No.
1	Survey on Recommendation Engines Built Using Collaborative Filtering Technique	Mrs. Manjula,Nivin Srinivas, Samuel Raj	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering	ISSN: 2250-1371
2	Precisional Detection of Calorie Information in Indian Food Types Using Image Recognition to Address Anorexia Nervosa	Mr. Sangmesh, Bhavana N,Himashree d B,Nagashree M Hegde	International Journal of Engineering Science and Computing	ISSN: 2250-1371
3	Statistical Learning for Predicting Drug-Drug Interactions using Machine Learning Classifiers	Mr. Suhas, Abhishek A,Mallesh m Jolad, Manoj S	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering.	ISSN: 2321-5526
4	Survey on Sentiment Analysis	Mrs. Sheba Jebakani, Sujith Surendranath, vinay Kumar, K R Nagendra	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering.	ISSN: 2321-5526
5	Secret Message Transmitter for Defence Outposts	Mrs. Neha Mangla, Ishu Tiwari, Aishwarya R, Aishwarya V M	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering.	ISSN: 2321-5526
6	Paddy Leaf Disease Detection Using Image Processing and Machine Learning	Mrs. Neha Mangla, Priyanka B Raj, SouPooja Rmya G Hegde,	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering.	ISSN: 2319-5940,
7	Survey on War Soldiers HealthCare Monitoring System Using Machine Learning and IoT	Mrs. Abhilash ,Sathya Shree K P,Subiya Seher, Tanusha S	International Journal of Advanced Research in Computer and Communication Engineering (IJARCCE),	ISSN 2278-1021
8	Multi-Criterion Detection for Canines Using Unsupervised Machine Learning	Mrs. Ayesha, Deepa R, deepthi K M, Ganga D. Benal	International Journal of Engineering Science and Computing	ISSN: 2250-1371
9	Survey on Air Price Prediction Using Machine Learning	Mr. Abhilash, Ranjana Y, Shilpa S, Zubeda A Khan	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering.	ISSN: 2321-5526
10	Power Monitoring and Billing System Using IoT	Mrs. Kavitha Patil, Anushka D, Bhagyashree Bhat, Farheen Shariff	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering.	ISSN: 2321-5526

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(vii) Journal Publications by Faculties –(2019-20)

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SL. No.	Title	Author’s	Journal Name	ISSN No.
1	Surveillance Robot using Raspberry Pi for Home Security Purposes	Dr. Shanthi Mahesh, Neha Dixit ShreeLakshmi Deshmukh, Preethi P	International Journal of Creative Research Thoughts, Volume 8, issue 6	ISSN: 2320-2882
10	Detection of Tomato Growth State and Surveillance System using Computer Vision and Internet of Things	Abhilash, Swetha R, Syeda Simran Baseer, Fariya Bano	Journal of Engineering Technologies and Innovative Research, Volume 7, Issue 6	ISSN: 2349-5162
11	Survey Paper on Enhanced Password Processing Scheme Based on Halftone Visual Cryptography and OCR in Cloud Environment	Sheba Jebakani,Pilli Geetha Prasanna, Pooja M, Sadia Zain shariff	International Journal for Science and Advance Research in Technology Volume 6, Issue 6	ISSN: 2395-1052
12	Smart Cap- Wearable Visual Guidance System for Blind	>Veeresh B hatti,Deepali R Anvekar, Kajal lenka, Bindushree S	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, Volume 8, Issue 6	ISSN: 2321-2004
13	Camouflage Technique based Army Robot	Kavitha S Patil,Harini P, Chandresh Singh, Gnanika S	International Journal for Science and Advance Research in Technology Volume 6, Issue 5	ISSN: 2395-1052
14	CNN based Fire- Detection System	Omprakash B,Shashanka M G, Prakash Choudhary, Sachin B	International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering, Volume 8, Issue 6	ISSN: 2321-2004
15	Smart and Intelligent Home	Vijaylakshmi V,Likitha S, Jeevitha J	International Journal of Engineering and Technology,Volume 7, Issue 5	ISSN: 2395-0072
16	Identifying Trends in Audio Features to Recommend Music	Abh Sarath Manoj Kumar, Niveditha Hebbar ilash	International Journal of Engineering and Technology,Volume 7, Issue 6	ISSN: 2395-0072
17	Conservation of Crops and Proper Utilization of Rain Water Using Cellular IoT	Neha Mangla, B Sai Varshitha H Shaziya Khanam, Chaitra N	Journal of Engineering Sciences, Volume 11, Issue 5	ISSN: 0377-9254
18	Predicting Taxi Demand using Machine Learning	Suhas A Bhyr Aishwarya R Pillai, Bhuvan Kumar S, Arvind R	International Research Journal of Engineering and Technology,Volume 7,Issue 5	ISSN: 2395-0072

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Sponsored Research

Funded research:

(i) Sponsored Project CAY 2020-21

Sl. No.	Project Title	Amount in Rupees	Principal Investigator	Guided Faculty	Duration	Pdf
Funding Agency: KSCST
1	Smart Suitcase Locker System Using IoT	5,000	Students: Chetan S, Deeksha, Chaitra R	Dr. Shanthi Mahesh & Prof. Abhilash	6 months	click here to see image
2	Lip Reading System	4,000	Students: Sahana V, Sahana B Mestha, Siddiqa Akram	Dr. Neha Mangla, & Prof. Shruthi B	6 months	click here to see image

(ii) Sponsored Project CAYm1 2019-20

Sl. No.	Project Title	Amount in Rupees	Principal Investigator	Guided Faculty	Duration
Funding Agency: KSCST
1	Programmed Detection and Notification of Potholes and Humps on Roads	5,000	Students: Ritika Mani, Riya Saraf	Dr. Neha mangla	6 months
2	Borewell Water Quality and Motor Monitoring based on IoT Gateway	5,000	Students: Pratiksha Kamath, Supriya Rao, Priyanka Sharma	Prof. Vijaylakshmi	6 months
Funding Agency: VTU
3	Smart Cap-Wearable Visual Guidance System for Blind	5,000	Students: Bindushree, Deepali R, Kajal Lenka	Prof. Veeresh B H	6 months

(iii) Sponsored Project CAYm2 2018-19

Sl. No.	Project Title	Funding Agency	Amount in Rupees	Duration	Principal Investigator	Year
1	Vgst Approved Project Under Scheme Rftt: Arduino-based Cardiac Monitoring Model Using Ppg And Gsr Sensor	VGST, Govt of Karnataka	5,00,000	Dr. Shanthi Mahesh	1year	2018

Development Activities

(i) Product Development

Table for Product Development

Sl. No.	Name of the Faculty members	Product Title	Duration
1	Dr. Shanthi Mahesh	Web based Safety Vault Management System	2020-21
2	Prof. Omprakash B	Rooms Booking Software	2020-21
3	Prof. Syeda Roshni	Web based Employee Management System for Pay slip generation	2019-20
4	Dr. Neha Mangla	Atria ABiC Website	2019-20
5	Prof. Abhilash	Department Logo	2018-19

(ii) Research laboratory

Table for Laboratory

Sl. No.	Name of the Lab	Co-ordinator	Existing since
1	VTU Sponsored Research Lab	Dr. Shanthi Mahesh	2018-19

(iii) Summary of Activities in the Research Lab

(iii)a. Table for Activities

Sl.No	Activity	Duration	Target Audience	Resource person/s
2018-2019
1	SDP On “ Advanced J2EE”	3 days	Student of 5th Sem	Research Scholar (Mrs. Manjula )
2019-2020
1	SDP On” Basics of Computer “	2-Days	Student of 1st Sem	Research Scholar (Mrs. Archana Homblimath and Mrs. Durga Bhawani A)
2	Seminar on “ Sensors and its Applications”	2 Hours	Students- 7th Sem	Dr. Shanthi Mahesh
3	Seminar on “ IoT and Sensor technology”	2 Hours	Students- 5th Sem	Prof. Veeresh B H
2020-2021
1	Webinar On “Big Data and Its Applications”	1-Day	Student of 8th Sem	Research Scholar ( Raghvendra Guntur)

(iii)b. Project for Mechanical Digital Manufacturing Lab

Sl.No	Principal Investigators	Department For Whom is Done	Project Title	Duration
1	Dr. Neha Mangla	Mechanical Engineering (Atria Institute of Technology)	Feedback Control in Additive Manufacturing	2019- 2020 (3 Months)

(iii)c. Training for Students By faculties on Data Analytics(CoE)

Sl.No	Faculty Associated	Training Done, Year	Concepts Delivered	No. of Hours	Outcome
1	Dr. Neha Mangla, Mr. Abhilash, Dr. Shanthi Mahesh,	6th Sem Students ,2018-19	Big Data, Data Mining, Python, Numpy, Pandas, Basic Projects	30 Hours	Projects Based on ML
2	Mr. Abhilash, Mr.Prajith Dhar(Alumni)	6th Sem Students ,2018-19	Preprocessing of Various data sets	4 Hours	Participated students in Datathon held at Pesset University
3	Ms. Roshni, Mr. Abhilash, Mr. Prajith Dhar(Alumni)	6th Sem Students ,2019-20	Various Algorithms of Data Mining	12 Hours	Projects Based on ML

(iii)d. Instructional Material:

Sl.No	Semester	Instruction Materials (Lab Manuals)
1	First/ Second Semester	C Programming
2	Third Semester	Analog and Digital Electronics, Data Structures
3	Fourth Semester	Design and Analysis of Algorithms, Microcontrollers and Embedded systems
4	Fifth Semester	Computer Network, Database Laboratory with mini Project
5	Sixth Semester	Software Testing, File Structures Laboratory with Mini Project, Mobile application Development
6	Seventh Semester	Web Technology, Machine Learning,
7	Out of the Syllabus	Centre of Excellence - Data Analytics Manual

Consultancy (From Industry))

(i) Memorandum of Understanding:

List of MoU’s

Sl.No	Organization Name	Activities under MoU
1	KSCST-IPR Cell	FDP Webinar
2	Infosys	Students Training For Placement, Webinar For students and Faculties FDP attended by Faculties
3	Brain O Vision	SDP
4	Clevertize Pvt.Ltd	To provide Internship and Placements
5	Intellicar Telematics Pvt.Ltd	To provide Internship and Placements
6	Jetking	Providing workshops on Networking, Network Security and Cloud Computing
7	APEX HI-TECH Institute	To provide Skill Development and Training

(ii) Faculty Patents

List of Faculty Patents Registered

Sl. No.	Faculty Investigators	Title of Patent	File No.	Date of Filing
1	Prof.Kavitha Patil Prof.Srinivas.B.V	Suspicious Behavior Detection Using Ml & Methods Thereof	202041046485	06-11-2020
2	Prof. Om Prakash B	A Real-Time Smart Home Automation System Based On Labview Platform	2021101660	31-03-2021