R & D

Research Areas

CBIR: Web Image Retrieval with Hybrid Approach
Sentiment Classification and Analysis
Smart Farming using Machine Learning
Power Demand Forecasting
Water Quality Measurement
Design and Development of Indian Language Translations
Resource Optimization in Cloud Environment
Feature Selection and Optimization for Different Data Sets
Classification and Prediction for Big Data
IOT for Smart Applications
Data Analysis for Business Applications
Design and Development of Intrusion Detection Systems
Development of Routing Protocols in Wireless Sensor Networks
Security in Wireless Communication

Research Funding

Sr. No.	Duration	Name of Principal Investigator and Co-investigator	Title of Research Project	Name of Funding Agency	Grant Received
1	2018-2021	Dr. A. B. Pawar	A Smart and Eco- Friendly waste collection and Management System based on IoT for an Urban India.	AICTE, New Delhi	Rs. 10,79,000/-
2	2018-2021	Mr V. N. Nirgude	Prevention and Detection of Pomegranate Disease Using WSN	ASPIRE, SPPU, Pune	Rs. 2,00,000.00 /-
3	2016-2018	Mr. S. A. Shivarkar	Power Demand Forecasting	BCUD, SPPU, Pune	Rs. 1,30,000.00 /-
4	2016-2018	Ms. C. V.Longani	Image Resolution Enhancement by using DWT	BCUD, SPPU, Pune	Rs. 65,000.00/-
5	2016-2018	Mr. S. N. Gunjal	A Novel approach based method for research project proposal selection using text mining approach	BCUD, SPPU, Pune	Rs. 70,000.00/-
6	2016-2018	Mr. A. V. Brahmane	Camera based attack detection and prevention techniques on Android smartphone	BCUD, SPPU, Pune	Rs. 31,000.00 /-

Publications (2020-21)

Sr. No	Name of Faculty	Title of the paper	Name of Journal/ Proceeding	Volume and Issuue	ISBN/ ISSN No Doi
1.	B J Dange	Capturing User Intention To Enhance Image Retrieval And Re-Ranking Efficiency Using One Click Image Search	Advances in Parallel Computing (IOS Press)	-	978-1-64368-102-3
2	B J Dange	Enhancing Image Retrieval and Re-ranking Efficiency using Hybrid approach	IEEE Explorer	--	978-1-7281-5970-6
3.	B J Dange	Cyber-Attacks Detection Using NovelIDDMS Framework	Advances in Parallel Computing (IOS Press)	--	978-1-64368-102-3
4	G B Gadekar	Cyber-Attacks Detection Using NovelIDDMS Framework	Advances in Parallel Computing (IOS Press)	--	978-1-64368-102-3
5	A.V.Brahmane	RCBO - A big data classification based on an efficient rcbo optimization technique and apache spark	IEEE Explore		978-1-7281-5465-7
6	Monika Agrawal	Machine Learning and Statistical Analysis Techniques on Terrorism	Fuzzy Systems and Data Mining 2020	--
7	Mr. S.N Gunjal	A hybrid scalable collaborative filtering based recommendation system using ontology and incremental SVD algorithm	IEEE Explorer	--	Electronic ISBN:978-1-7281-5970-6
08	Mr. S.N Gunjal	A Distributed Item Based Similarity Approach for Collaborative Filtering On Hadoop Framework	Advances in Parallel Computing (IOS Press)		978-1-64368-102-3
09	Mr.H.E.Khodke	Study and Analysis of Medical Data Mining Techniques in Healthcare for Heart Disease Using Hybrid Approach	Advances in Parallel Computing (IOS Press)
10	Mr.H.E.Khodke	Intrusion Detection Framework Using Efficient Spectral Clustering technique.	Advances in Parallel Computing (IOS Press)
11	Mr.H.E.Khodke	A new approach of heart disease prediction system using data science	IEEE Xplore (Won best paper award) at JNEC, Aurangabad
12	Dr.T.Bhaskar	Deep Learning based Smart Agriculture Crop Prediction	Journal of Advancement in Parallel Computing	Vol-4 issue-1
13	Mr. M. S. Ankoshe	Unique Finger impression based secured voting Framework using IOT	IRJMETS	Vol-3 Issue 5	e-ISSN- 2582- 5208
14	K.Vengatesan	Theft vehicle detection using image processing integrated digital signature based ECU	ICSSIT, Springer	pp. 913–918	20032354
15	K.Vengatesan	Comparative Analysis of Data Mining Techniques to Predict Heart Disease for Diabetic Patients	Advances in Computing and Data Sciences, Sprigher	vol 1244	July 2020
16	K.Vengatesan	Genomic sequence analysis of lung infections using artificial intelligence technique	Interdisciplinary Sciences: Computational Life Sciences		Feb 2021
17	K.Vengatesan	Piezoelectric Energy Harvester Converting Wind Aerodynamic Energy into Electrical Energy for Microelectronic Application	IET Renewable Power Generation		May 2021
18	K.Vengatesan	Intrusion Detection Framework Using Efficient Spectral Clustering Technique	Advances in Parallel Computing, IOS Press	Pages 98-103	978-1-64368-102-3
19	K.Vengatesan	Cyber-Attacks Detection Using Novel IDDMS Framework	Advances in Parallel Computing, IOS	Pages 104 – 108	978-1-64368-102-3
20	K.Vengatesan	An Approach for Remove Missing Values in Numerical and Categorical Values Using Two Way Table Marginal Joint Probability	International Journal of Advanced Science and Technology	29(05), 2745 - 2756	2207-6360
21	K.Vengatesan	Credit card fraud detection using data analytic techniques	Advances in Mathematics: Scientific Journal	9 (2020), no.3, 1185–1196
22	K.Vengatesan	AN IMPLEMENTATION OF SUBSIDY PREDICTION SYSTEM USING MACHINE LEARNING LOGISTICAL REGRESSION ALGORITHM	Advances in Mathematics: Scientific Journal	9 (2020), no.6, 3407–3415	1857-8365
23	N G Pardeshi	Review on Network Intrusion Detection System Using Deep and Shallow Machine Learning Techniques	THE JOURNAL OF ORIENTAL RESEARCH MADRAS		022-3301
24	A D Sangale	Network Parameter Analysis; ad hoc WSN for Security Protocol with Fuzzy Logic.	IEEE
25	A D Sangale	Analysis of security in wireless network: A Survey	IOS Press
26	Rajesh M	ntelligent Robotic Chair with Thought Control and Communication Aid Using Higher Order Spectra Band Features	EEE Sensors Journal		10.1109/JSEN.2020.3020971
27	Rajesh M	New Clustering-Based Semantic Service Selection and User Preferential Model	EEE Systems Journal		10.1109/JSYST.2020.3025407
28	Rajesh M	Intelligent Multimodal Medical Image Fusion with Deep Guided Filtering	Multimedia Systems		https://doi.org/10.1007/s00530-020-00706-0
29	Rajesh M	Investigating the spread of Coronavirus disease by relating air pollution using Machine Learning	ACM Transactions on Internet Technology	Volume 21 Issue 4	https://dl.acm.org/doi/10.1145/3424222
30	Rajesh M	Comparative analysis of distributive linear and non-linear optimised spectrum sensing clustering techniques in cognitive radio network systems	IET Networks		10.1049/iet-net.2020.0122
31	Rajesh M	Assessing Nitrogen dioxide (NO2) Impact on Health Pre-and Post- COVID-19 Pandemic using IoT in India	International Journal of Pervasive Computing and Communications		https://doi.org/10.1108/IJPCC-08-2020-0115
32	Rajesh M	Torque ripple minimization of PMSM using an adaptive Elman neural network‐controlled feedback linearization‐based direct torque control strategy	International Transactions on Electrical Energy Systems		DOI: 10.1002/2050-7038.12685
33	Rajesh M	Genomic Sequence Analysis of lung infections using Artificial Intelligence Technique	Interdisciplinary Sciences: Computational Life Sciences.		https://link.springer.com/article/10.1007/s12539-020-00414-3
34	Rajesh M	Vulnerability Assessment in Heterogeneous Web Environment Using Probabilistic Arithmetic Automata	IEEE Access		10.1109/ACCESS.2021.3081567
35	Rajesh M	Feature selection and classification in breast cancer prediction using IoT and machine learning	Measurement		https://doi.org/10.1016/j.measurement.2021.109442

Publication (2019-20)

Sr. No	Name of Faculty	Title of the paper	Name of Journal/Proceeding	Volume and Issue	ISBN/ ISSN/ Doi No
1	P.N.Kalavadekar	Building an effective Intrusion Detection System using combined Signature & Anamoly Detection Techniques	International Journal of Innovative Technology & Exploring Engineering	Vol.8 Iss. 10	ISSN: 2778-3075 DOI: 10.35940/ijitee.I8469.0881019
2	T.Bhaskar	A Modified Deep Neural Based Hybrid Intrusion Detection System in Cyber Security	International Journal of Innovative Technology & Exploring Engineering	Vol.8 Iss. 8	ISSN: 2778-3075
3	T.Bhaskar	A Novel Approach for Feature Selection Technique in NSL-KDD Data Set of Cyber Security	Indian Journal of Automation & Artificial Intelligence	Vol.6 Iss. 6	ISSN: 2320-3994
4	Anilkumar Vishwanath Brahmane	PNNCP- Parallel Nearest Neighbor Classification and Prediction for Big Data Application Based on Apache Spark and Machine Learning	International Journal of Engineering & Advanced Technology (IJEAT)	Volume-9 Issue-1	2249 – 8958
5	B. Pawar	Fake News Analysis Using Machine Learning Algorithms	International Journal of Information Technology and Electrical Engineering	INPRESS
6	B. Pawar	Smart python coding through voice recognition	International Journal of Innovative Technology and Exploring Engineering	Volume-8 Issue-10
7	K.Vengatesan	Face Recognition of Identical Twins Based on Support vector Machine classifier	ISMAC 2019, Coimbatore	pp. 577-580	IEEE Expolre
8	P. Sai Prasad	Distributed feature selection (DFS) strategy for microarray gene expression data to improve the classification performance	Clinical Epidemiology and Global Health	Vol 7 Issue 2	2213-3984
10	T.Bhaskar	An Effective System of Intrusion Detection on Deep Neural Network by Hybrid Optimization inCyber Security	IJEAT	Volume-9 Issue-1,	ISSN: 2249 – 8958,
11	B.J.Dange	Capturing user Intention to Enhance Image Retrieval and Re-ranking Efficiency using One Click Image Search	Advances in Parallel Computing(IOS Press)		doi: 10.3233/APC35
12	B.J.Dange	Cyber-Attacks Detection Using Novel IDDMS Framework	Advances in Parallel Computing(IOS Press)		doi: 10.3233/APC35
13	M.S.Ankoshe	A Random Forest-based Classification Method forPrediction of Car Price	International Journal of Psychosocial Rehabilitation,	Vol. 24, Issue 03	ISSN: 1475-7192
14	J. N. Kale	Fruit Trees Protection using IoT	IJARIIE	Vol-6 Issue-3	ISSN(O)-2395-4396
15	N.G.Pardeshi	POSTER IMAGES BASED MOVIE CATEGORY PREDICTION	International Research Journal Of Modernization In Engineering Technology And Science	Volume 2, Issue 6	e-ISSN: 2582-5208
16	H.E.Khodke	Study And Analysis of Medical Data Mining Techniques In Healthcare For Heart Disease Using Hybrid Approach	Advances in Parallel Computing(IOS Press)		doi: 10.3233/APC35
17	H.E.Khodke	Intrusion Detection Framework Using Efficient Spectral Clustering Technique	Advances in Parallel Computing(IOS Press)		doi: 10.3233/APC35
18	K.Vengatesan	An Approach for Remove Missing Values in Numerical and Categorical Values Using Two Way Table Marginal Joint Probability."	International Journal of Advanced Science and Technology	29, no. 5
19	Anilkumar Vishwanath Brahmane	An Ideal Enormous Information Work Process for Gig data Classification Using Apache Spark and Machine Learning	TEST Eng Mgmet	83
20	Anilkumar Vishwanath Brahmane	A Novel Approach for Gigantic Data Examination Utilizing the Apache Spark and Significant Learning	International Conference on Inventive Computation Technologies AISC SPRINGER
21	K. Vengatesan	Digital Marketing Framework Strategies Through Big Data.	In International conference on Computer Networks, Big data and IoT,Springer, Cham,	1065-1073.
22	K. Vengatesan	"Analysis of Mirai Botnet Malware Issues and Its Prediction Methods in Internet of Things."	In International conference on Computer Networks, Big data and IoT, Springer, Cham, 2019	pp. 120-126.
23	K. Vengatesan	Simple Task Implementation of Swarm Robotics in Underwater."	In International Conference on Emerging Current Trends in Computing and Expert Technology,Springer, Cham, 2019.	pp. 1138-1145.
24	K. Vengatesan	Smart attendance system for schools and organizations using image processing of live video",	International Journal of Psychosocial Rehabilitation	24(5),3060-3067.
25	K. Vengatesan	Secure Data Transmission Through Steganography with Blowfish Algorithm.	In International Conference on Emerging Current Trends in Computing and Expert Technology,Springer, Cham, 2019	pp. 568-575.
26	K. Vengatesan	Fact Findings Of Exploring ICT Model In Teaching Learning.	.International Journal of Scientific & Technology Research	8(12)
27	K. Vengatesan	Intellectual resource sharing scheme in cloud environment,,	Journal of Advanced Research in Dynamical and Control Systems	11(10)Special Issue,7-12
28	Abhijit Bodhe	Security Enhancement Scheme in Mobile Wireless Sensor Networks Using RAPD Approach(Conference Paper)	3rd International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2019; Palladam; India; 12 December 2019 through 14 December 2019; Category numberCFP19OSV-ART; Code 158464	Article number 9032647, Pages 146-151
29	S.N Gunjal	A Distributed Item Based Similarity Approach for Collaborative Filtering on Hadoop Framework	Advances in Parallel Computing(IOS Press)05	Volume 37 Pages 407 - 415	doi: 10.3233/APC35

Publication (2018-19)

Author Name	Title	Name of Journal or Conference	Month, Year	Volume & Issue	DoI
Dr.A.B.Pawar	Review of IRIS Recognition Methods	IJREAM	October 2018	Vol-4 Issue-7	10.18231/2454-9150.2018.0954
Dr.A.B.Pawar	Comparative Study of Various Pattern Recognition Methods	ICICSE2019, Springier (In Press)
P.N.Kalvadekar	Building an Effective Intrusion Detection System Using Genetic Algorithm based Feature Selection.	International Journal of Computer Science and Information Security.	July-2018	Vol 16 Issue 7
P.N.Kalvadekar	Effect of Mutation and Crossover Probabilities on Genetic Algorithm and Signature based IDS.	ICCETC-2018, 22-23 June-2018. International Journal of Engineering & Technology (UAE), ISSN-2227-524X. *Pages: 1011-1015*	(2018) Special Issue 19	Vol 7 No 4.19	10.14419/ijet.v7i4.19.28277
P.N.Kalvadekar	Review on IDS USING Recurrent Neural Network with Deep Learning.	IRJET-2018,	October-2018.	Vol 5 Issue 10
H.E.Khodke	Review on Data Mining Techniques for Health Care.	RARE-17-Nov.-2018
A.V.Brahmane	Variety of Sensors used in IOE for fetching Information Industry.	NCAEM-Sanjivani-COE .28-29-Dec.-2018
G.Madhukar Rao	RRF- For Big Data Classification.	ICCIDM-Springer-15-16-Dec.-2018 Computational Intelligence in Data Mining	December-2018	Vol 990	doi.org/10.1007/978-981-13-8676-3_2
P.Saiprasad	An Ensemble Feature Selection Framework of Sonar Targets Using –SU-MLP.	Cognitive Informatics and Soft Computing, 247-256,2019	December-2018	Vol 768	doi.org/10.1007/978-981-13-0617-4_24
P.Saiprasad	Correlation Coefficient Based Feature Selection Framework Using Graph Construction.	Gazi University Journal of Science , 775-787	September-2018	Vol 31 Issue (3)
P.Saiprasad	DFS-Strategy for microarray gene expression data to improve the classification performance. Clinical Epidemiology and Global Health 7 (2), 171-176	CEFG Elsevier. Clinical Epidemiology and Global Health 7 (2), 171-176	June 2019	Vol 7 Issue 2	doi.org/10.1016/j.cegh.2018.04.001
P.Saiprasad	An Unsupervised Approach for selection of Candidate Feature set using Filter Based Techniques.	Gazi University Journal of Science 31 (3), 789-799	September-2018	Vol 31 Issue (3)
P.Saiprasad	TGO-Topology for Wireless Networks.	Cognitive Informatics and Soft Computing, 75-82 ,2019	Aug 2018	Vol 768	doi.org/10.1007/978-981-13-0617-4_8
B.J.Dange	Image Retrieval and Re-ranking Using User Intention and Semantic Signature: A Review.	NCAEM-Sanjivani-COE.28-29-Dec.-2018
A.V.Brahmane	Big Data Classification using Deep Learning enabled Spark Architecture	International Conference on Communication and Information Processing	2019
A.V.Brahmane	Predictive Descriptive Clustering using Semantic Score	International Journal of Innovative Resaearch in Science , Engineering and Technology(IJIRSET)	May 2019	Vol 8 Issue 5	10.15680/IJIRSET.2019.0805075
T.Bhaskar	Adaptive Jaya Optimization Technique for Feature Selection in NSL-KDD Data Set of Intrusion Detection System	International Conference on Communication and Information Processing	2019
T.Bhaskar	A Modified Deep Neural Network Based Hybrid Intrusion Detection System in Cyber Security	International Journal of Innovative Technology and Exploring Engineering (IJITEE)	June 2019	Vol 8 Issue 8	Retrieval Number: H7242068819/19©BEIESP
T.Bhaskar	A Novel Approach for Feature Selection Technique in NSL-KDD Data Set of Cyber Security	Indian Journal of Automation and Artificial Intelligence	June 2019	Vol 6 Issue 6
T.Bhaskar	Role of IOT in Smarter Life Survey.	Sanjivani Vision.28-29-Dec.-2018.
G. B. Gadekar	Automated Batch certification Generation and Verification System	International Conference on Innovative and Emerging Trends in Engineering and Technology (ICIETET)
S.S.Deore	Role Identification in Movie Using ECGM	International Journal of Computer Sciences and Engineering	April 2019	Vol 7 Issue 4	doi.org/10.26438/ijcse/v7i4.100104
N.G.Pardeshi	Search nearest Keyword Set in Multi-Dimensional Datasets Using Promish	International Journal of Innovative Research in Computer and Communication Engineering
N.G.Pardeshi	Personalized travel Recommendation System for Tour Planning	Journal of Emerging Technologies and Innovative Research
H.E.Khodke	Evaluation of pattern matching and analysis for handwritten digits using gradient descent backpropagation with adaptive learning	International Conference on Innovative and Emerging Trends in Engineering and Technology (ICIETET)
H.E.Khodke	To implement data security in cloud computing Environment.	International Conference on Innovative and Emerging Trends in Engineering and Technology (ICIETET)
V.N.NIRGUDE	Automatic Text Summarization Methods	7th International Conference on Multidisciplinary Research	June 19
J. N. Kale

Computer Engineering

Research And Developement

Research Areas

Research Funding

Publications (2020-21)

Deep Learning based Smart Agriculture Crop Prediction

Unique Finger impression based secured voting Framework using IOT

Theft vehicle detection using image processing integrated digital signature based ECU

Comparative Analysis of Data Mining Techniques to Predict Heart Disease for Diabetic Patients

Genomic sequence analysis of lung infections using artificial intelligence technique

Piezoelectric Energy Harvester Converting Wind Aerodynamic Energy into Electrical Energy for Microelectronic Application

Intrusion Detection Framework Using Efficient Spectral Clustering Technique

Cyber-Attacks Detection Using Novel IDDMS Framework

An Approach for Remove Missing Values in Numerical and Categorical Values Using Two Way Table Marginal Joint Probability

Credit card fraud detection using data analytic techniques

AN IMPLEMENTATION OF SUBSIDY PREDICTION SYSTEM USING MACHINE LEARNING LOGISTICAL REGRESSION ALGORITHM

Review on Network Intrusion Detection System Using Deep and Shallow Machine Learning Techniques

Network Parameter Analysis; ad hoc WSN for Security Protocol with Fuzzy Logic.

Analysis of security in wireless network: A Survey

New Clustering-Based Semantic Service Selection and User Preferential Model

Intelligent Multimodal Medical Image Fusion with Deep Guided Filtering

Investigating the spread of Coronavirus disease by relating air pollution using Machine Learning

Comparative analysis of distributive linear and non-linear optimised spectrum sensing clustering techniques in cognitive radio network systems

Assessing Nitrogen dioxide (NO2) Impact on Health Pre-and Post- COVID-19 Pandemic using IoT in India

Torque ripple minimization of PMSM using an adaptive Elman neural network‐controlled feedback linearization‐based direct torque control strategy

Genomic Sequence Analysis of lung infections using Artificial Intelligence Technique

Vulnerability Assessment in Heterogeneous Web Environment Using Probabilistic Arithmetic Automata

Feature selection and classification in breast cancer prediction using IoT and machine learning

Publication (2019-20)

Security Enhancement Scheme in Mobile Wireless Sensor Networks Using RAPD Approach(Conference Paper)

A Distributed Item Based Similarity Approach for Collaborative Filtering on Hadoop Framework

Publication (2018-19)