Research And Developement

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.DurationName of Principal
Investigator and
Co-investigator
Title of Research ProjectName of Funding AgencyGrant 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 NameTitleName of Journal or ConferenceMonth, YearVolume & IssueDoI

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

An approach to secure E-Voting  

IJARIIE, Volume 5

2019

Vol 5 Issue 3

 

C. P. Chandgude

A Survey Paper on Intelligent Laboratory Management System based on Internet of Things

International Conference on Innovative and Emerging Trends in Engineering and Technology (ICIETET)