Ministry of Education
Kanchana M
VIDWAN ID: 306137

Dr Kanchana M

Female Doctor of Philosophy
Associate Professor | Department of Computing Technologies - KTR
SRM Institute of Science and Technology
Tamil Nadu
Expertise: Computer Science Artificial Intelligence
ORCID 0000-0002-6961-4735 Scopus 57216477082 ResearcherID ABE-8685-2021 Google Scholar ihG_SX0AAAAJ
SheRNI View older version My Dashboard
77 Publications
1 Projects
237 Scopus Citations
164 CrossRef
7 Years 3 Months Total Experience
Publications
77 Total
Articles
22
Chapters
10
Proceedings
45
Activity

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Scopus Scopus
237 Citations
8 h-index
CrossRef CrossRef
164 Citations
7 h-index
Google Scholar Google Scholar

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Professional Recognition

Research Contribution
2023
SRM Institute of Science and Technology
Teaching and Research
2022
SRM Institute of Science and Technology
ICIOT 2023-Session Co -Chair
2023
SRM Institute of Science and Technology
Knowledge Upskilling
2023
SRM Institute of Science and Technology
ICIOT 2020 Session Chair
2020
SRM Institute of Science and Technology
Innovative Teaching Padegogies
2023
SRM Institute of Science and Technology

Community & Membership

No Data Found

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Indian Society of Technical Education
Life
Jan 2012
ACM Membership
Annual
Jan 2022
The Indian Science Congress Association
Annual Membership
Jan 2019

Personal Details

Doctor of Philosophy
2018
Sultan Qaboos University, Muscat
Master of Engineering
2006
Sultan Qaboos University, Muscat
Bachelor of Engineering
1998
N/A
Associate Professor
Jun 2019 – Present
SRM Institute of Science and Technology | Department of Computing Technologies - KTR
Engineering and Technology
Computer Science Artificial Intelligence

Related Profiles

Scholarly Work

Sound Classification: Home Sound Events data collection and classification
Completed
Role: Other
Amount: ₹83,000
Duration: 2023 – 2024
No Data Found

There is currently nothing to display here.

The Fine-Tuning DL Model Application of Transfer Learning for Early and Efficient Parkinson’s Disease Progression

Dr.M.Kanchana
C. Hrishikesava Reddy Dr.Madhusudhana Reddy
- Application No. : 202441102926 Filed : 25-12-2024
Published : 03-01-2025 Published

AI based Skin Cancer Detective Device

Dr.D.Anandan
Dr.M.Kanchana
Mrs.A.M. Vidhyalakshmi Dr. Nalavala Ramanjaneya Reddy
Mr.J.V.Rama Kumar
- Patent No. : 426576-001 Filed : 12-08-2024
Published : 20-09-2024 Granted

ROBOTIC DEVICE FOR AGRICULTURAL AND FOOD PRODUCTION

Dr.M.Kanchana Ms.V.Jayanthi Dr.R.Nithya Mrs.S.Poonkodi Dr.N.Jayapandian
- Patent No. : 424808-001 Filed : 26-07-2024
Published : 13-09-2024 Granted

Classification of Skin Cancer using Deep LearningTechniques with Dermoscopic Images

Dr. M. KANCHANA
Ms.A.M.VIDHYALAKSHMI
- Application No. : 202341060362 Filed : 08-09-2023
Published : 02-02-2024 Published

INTELLIGENT WIRELESS NETWORK REPEATER USING IOT

1.Mr. SUGIN S.V 2. Dr.M. KANCHANA 3. Dr. V.R. KAVITHA Dr.S.SATISH KUMAR
- Patent No. : 391364-001 Filed : 27-07-2023
Published : 13-10-2023 Granted

IOT DATASET AUTHENTICATION SPENDING MACHINE LEARNING PRACTICES FOR TRAFFIC ANOMALY RECOGNITION

SUGIN S.V
M. KANCHANA
J. UMAMAHESWARI
PRABAKAR D
- Application No. : 202241051842 Filed : 09-11-2022
Published : 30-11--0001 Published

Identification of Corona Virus Infection using DNN and Image Processing

Mrs. S. POONKODI Mrs. A.M.VIDHYALAKSHMI Dr. M. KANCHANA Dr. J. RAJA Mr. NANDA KUMAR R Mrs. J. RAJESWARI
- Patent No. : 202241063447 Filed : 07-11-2022
Published : 18-11-2022 Published

MACHINE LEARNING CONSTITUTED SCREENING ANDDETECTION OF NUTRIENT DEFICIENCIES IN LEAVES

K. S. ARCHANA
B. SIVAKUMAR
M. KATHIRAVAN
P. SHEELA GOWR
M. LATHA
S. SRIDEVI
M. KANCHANA
PRIYADHARSINI KARTHIK
- Application No. : 202041041349 Filed : 24-09-2020
Published : 30-11--0001 Published

Design of IoT and FOG based System for Remote Elderly Health Monitoring

G.V. Sriramakrishnan K . Anusha N.Manikandan Rahul Singha M.Kanchana R. Jebakumar K . Shankar
- Patent No. : 202041032536 Filed : 29-07-2020
Published : 21-08-2020 Published

Network Security for SDN-based Cloud IoT Using Deep Learning

Dr. M. Kanchana Mrs. S. Kranthi Dr.S.Rajeshwari Dr.S. Vasanth Kumar Mr. Varuna Kumara Dr. S Mohan Mr. Ronald Chiwariro Mr. Julius B. Wosowei Dr. Manash Sarkar Dr. Rajashekar Kunabeva
- Patent No. : 202241066487 Filed : 20-11-2019
Published : 20-12-2023 Published

Artificial Intelligence Based Skin Disease Detection Device

CSMSS Chh.Shahu College of Engineering
- Application No. : 470052-001 Filed : 30-11--0001
Published : 30-11--0001 Published

Scholarly Publications

Skin cancer classification using improved transfer learning model-based random forest classifier and golden search optimization

Journal Article
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. Year: 2024. Volume: 34 , Issue: 1 .
Authors: A. M. Vidhyalakshmi; M. Kanchana
DOI 10.1002/ima.22971 Crossref Crossref: 8 Scopus Scopus: 10

3D-MedTranCSGAN: 3D Medical Image Transformation using CSGAN

Journal Article
Computers in Biology and Medicine. Year: 2023. Volume: 153 .
Authors: S. Poonkodi; M. Kanchana
DOI 10.1016/j.compbiomed.2023.106541 Crossref Crossref: 14 Scopus Scopus: 16

ECHO: Environmental Sound Classification with Hierarchical Ontology-guided Semi-Supervised Learning

Conference Paper
Year: 2024.
Authors: Pranav Gupta; Raunak Sharma; Rashmi Kumari; Sri Krishna Aditya; Shwetank Choudhary; Sumit Kumar; Kanchana M; Thilagavathy R
DOI 10.1109/CONECCT62155.2024.10677303 Crossref Crossref: 1 Scopus Scopus: 2

Brain Stroke Detection using CT Images

Conference Paper
Year: 2024. Pages: 1338-1343 .
Authors: Kanchana M; Shankar R; Harihharann G
DOI 10.1109/ICACRS62842.2024.10841716 Crossref Crossref: 3 Scopus Scopus: 5

An intelligent skin cancer disease identification strategy using Style-GAN algorithm

Book Chapter
Year: 2024. Pages: 199-225 .
Authors: A.M. Vidhyalakshmi; M. Kanchana; Rincy Merlin Mathew
DOI 10.1049/PBHE060E_ch11

Stock Price Prediction Using LSTM, CNN and ANN

Conference Paper
Year: 2024. Volume: 840 , Pages: 141-153 .
Authors: Krishna Prabeesh Kakarla; Dammalapati Chetan Sai Kiran; M. Kanchana
DOI 10.1007/978-981-99-8451-0_12 Scopus Scopus: 2

Air Quality Analysis Using Deep Learning

Conference Paper
Year: 2024.
Authors: M. Kanchana; N. Surya Teja; K. Abhinav Reddy
DOI 10.1109/WCONF61366.2024.10692085 Crossref Crossref: 1 Scopus Scopus: 1

Predictive Tomato Leaf Disease Detection and Classification: A Hybrid Deep Learning Framework

Conference Paper
Year: 2024. Volume: 1121 LNNS , Pages: 11-23 .
Authors: V. Jayanthi; M. Kanchana
DOI 10.1007/978-981-97-7423-4_2 Crossref Crossref: 3 Scopus Scopus: 2
Showing 1 to 8 of 77 publications