N.BABY RANI
Designation Assistant Professor
Years of Experience 8 Years
Department Data Science
Email Id babyrani@mlrit.ac.in
JNTUH Unique Id 9608-180127-124234
Areas of Specialization CSE
UG Degree B. Tech CSE(JNTUK)
PG Degree M.Tech CSE(JNTUK)
Ph.D
Joining Date 2/01/2025
Nature of Association Regular

N.BABY RANI

Papers Published

Scopus Indexed Journals:
[1].“Design "and Development of Cloud and IoT-Based Monitoring System for
Environmental Health and Safety in Homes”International Conference on Evolutionary
Algorithms and Soft Computing Techniques (EASCT) 2024,January ,979-8-3503-1341-3.
[2].”Advanced Epilepsy Severity Analysis and Diagnosis via EEG Signal Classification Using
Modified LeNet-CNN” World Skills Conference on Universal Data Analytics and Sciences
(WorldSUAS) 2025,AUGUST

International / National Journals

[1]. “EXPLORING THE COMPLEX RELATIONSHIP BETWEEN ASTHMA AND AIR
POLLUTION IN URBAN REGIONS: AN ACCURATE AND RELIABLE PREDICTIVE
MODEL”,in IJESR 2023,DecemberVol-13/Issue-4/1-10 .
[2] “Realtime Rain, Fog and Haze Removal using Open CV for Traffic Camera”in Journal
of Interdisciplinary Cycle Research 2024,January Volume XVI, Issue I.
[3] “RAINFALL PREDICTION USING WAVELET NEURAL NETWORK AND ARIMA
ANALYSIS”in Science, Technology and Development 2024 , January 0950-0707 , Volume XIII
Issue I.
[4] “STOCHASTIC GRADIENT BOOSTING MODEL-BASED CONTENT ANALYSIS
IN ONLINE SOCIAL MEDIA”in Turkish Journal of Computer and Mathematics Education
2023 Vol.14 No.03.
[5] “ROBUST FACE MASK DETECTION USING DEEP LEARNING CNN: AN
APPLICATION OF COVID-19”in Turkish Journal of Computer and Mathematics Education
2022 ISSN NO 1309-4653, Vol.14 No.01 (2023).
[6] “Stochastic Gradient Boosting Model-based Content Analysis In online Social Media”
in Turkish Journal of Computer and Mathematics Education 2023,July Vol.14 No.03.
[7] “Deep Learning-based Low Light Image Enhancement for Improved Visibility”in
Turkish Journal of Computer and Mathematics Education 2023,July Vol.14 No.03.
[8]. “People Counting System based on Head Detection using Faster RCNN from Both
Images and Videos” in Turkish Journal of Computer and Mathematics Education 2023,July
Vol.14 No.03.[9]. “Building A Search Engine Using Machine Learning Technology” in
JASC: Journal of Applied Science and Computations, Nov-22, 1076-5131.
[9]. “BSSPD: ABLOCKCHAIN-BASED SECURITY SHARING SCHEME FOR
PERSONAL DATA WITH FINE-GRAINED ACCESS CONTROL” The International
Journal of Analytical And Experimental Modal Analysis,Volume XIV,Issue XI,November/2022
ISSN NO: 0886-9367
[10]. A Comparative Study On Fake Job Post Prediction Using Different Data Mining
Techniques” International Journal of Engineering and Techniques – Volume 8 Issue 5, ISBN
978,October 2022.
[11]“Intuitive Recognition Model Of IRIS and Its Analysis on Users With ML” in The
International journal of analytical and experimental modal analysis Apr-22 0886-9367,V-
XIV,Issue-2
[12] “Analysis Of Women Safety In Indian Cities Using Ml” in Journal of Interdisciplinary
Cycle Research Apr-22 ISSN NO: 0022-1945,Volume XIV, Issue II, February/ 2022.

[13]. “Privacy Preserving Information Brokering In Distributed Data Sharing With
Enforcing Security”in the international journal of computer science information and
engineering technologies(IJCSIET) ISSN2277-4408,Volume-3,Issue-5,series-1.

International/National Conferences

1. “A conference paper on Emerging Database For Next Generation BigData Applications”
.5 th International Conference on Technical Advancements in Computer Science and Engineering,
(ICTACSE 2019)
2. “A Novel Approach For Object Detection And Image Segmentation Using Machine
Learning And Mask RCNN” 8 th International Conference on Technical Advancements in
Computer Science and Engineering, (ICTACSE 2023),ISBN No:978-93-95944-61-8 on August
4 th & 5 th ,2023 at Malla Reddy Engineering college For Women.
FDP’S /WORKSHOPS /SEMINARS/ REFRESHER COURSES ATTENDED:

Year:2022-23
1.Attended One week Faculty Development Program on “Ethical Hacking” organized by the VNR
Vignan Jyothi Institute of engineering and technology from 8 th to 13 th August 2022.
Year:2021-22
1.Attended One week online Faculty Development Program on “Machine Learning using Python
through ICT” organized by Department of Computer science and Engineering,National Institute of
Technical Teachers Training and Research, Chandigarh
Year:2019-20*
[1].Attended ONE WEEK REFRESHER COURSE ON “ Problem Solving through Programming
languages” organized by Malla Reddy Engineering College For Women (MRECW) Hyderabad[24th
TO 29th June 2019].
[2].TWO DAY WORKSHOP ON “DATA SCIENCE & DEEP LEARNING” 22 nd AND
23 rd JULY ,2019 organized by School of information technology,JNTUH,Hyderabad under
TEQIP-III

Subjects Taught

  1. C
  2. Python
  3. Discrete Mathematics
  4. Mobile Computing
  5. Design analysis and algorithms
  6. Software Engineering
  7. Modern software engineering
  8. Adhoc sensor networks
  9. Operating systems
  10. Software project management fundamentals

Books Published

Papers Published

Scopus Indexed Journals:

[1].“Design and Development of Cloud and IoT-Based Monitoring System for Environmental Health and Safety in Homes”International Conference on Evolutionary Algorithms and Soft Computing Techniques (EASCT) 2024,January ,979-8-3503-1341-3.

International / National Journals

 

  • EXPLORING THE COMPLEX RELATIONSHIP BETWEEN ASTHMA AND AIR POLLUTION IN URBAN REGIONS: AN ACCURATE AND RELIABLE PREDICTIVE MODEL,in IJESR 2023,DecemberVol-13/Issue-4/1-10 .

[2] Realtime Rain, Fog and Haze Removal using Open CV for Traffic Camerain Journal of Interdisciplinary Cycle Research 2024,January Volume XVI, Issue I.

[3] RAINFALL PREDICTION USING WAVELET NEURAL NETWORK AND ARIMA ANALYSISin Science, Technology and Development 2024 , January 0950-0707 , Volume XIII Issue I.

[4] STOCHASTIC GRADIENT BOOSTING MODEL-BASED CONTENT ANALYSIS IN ONLINE SOCIAL MEDIAin Turkish Journal of Computer and Mathematics Education 2023 Vol.14 No.03.

[5] ROBUST FACE MASK DETECTION USING DEEP LEARNING CNN: AN APPLICATION OF COVID-19in Turkish Journal of Computer and Mathematics Education 2022 ISSN NO 1309-4653, Vol.14 No.01 (2023).

[11]Intuitive Recognition Model Of IRIS and Its Analysis on Users With MLin The International journal of analytical and experimental modal analysis Apr-22 0886-9367,V-XIV,Issue-2

[12]Analysis Of Women Safety In Indian Cities Using Ml in Journal of Interdisciplinary Cycle Research Apr-22 ISSN NO: 0022-1945,Volume XIV, Issue II, February/ 2022.

 

[13]. “Privacy Preserving Information Brokering In Distributed Data Sharing With Enforcing Securityin the international journal of computer science information and engineering technologies(IJCSIET) ISSN2277-4408,Volume-3,Issue-5,series-1.

 

 

 

International/National Conferences

 

  1. A conference paper on Emerging Database For Next Generation BigData Applications .5th International Conference on Technical Advancements in Computer Science and Engineering, (ICTACSE 2019)

A Novel Approach For Object Detection And Image Segmentation Using Machine Learning And Mask RCNN” 8th International Conference on Technical Advancements in Computer Science and Engineering,

  1. (ICTACSE 2023),ISBN No:978-93-95944-61-8 on August 4th& 5th ,2023 at Malla Reddy Engineering college For Women.

 

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