Dr. Manasi Gyanchandani
Associate Professor
Google Scholar: https://scholar.google.com/citations?hl=en&user=VzOIRXAAAAAJ
Scopus: https://www.scopus.com/authid/detail.uri?authorId=57193434919
ORCID: https://orcid.org/0000-0003-3127-1770
Vidwan: https://vidwan.inflibnet.ac.in/profile/61718
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U.G |
Artificial Intelligence |
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Compiler Design |
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Discrete Structures |
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Analysis & Design of Algorithms |
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Simulation & Modeling |
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P.G |
Knowledge Based Systems |
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Database Security & Access Control |
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Mathematical Foundation of Computer Science |
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Organization |
Start Date |
End Date |
Designation |
Nature of Work |
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B.N College of Engg. Pusad (M.S.) |
July 1995 |
Sept.1997 |
Lecturer |
Teaching |
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College of Engg. Badnera, Amravati University. (M.S.) |
Oct 1997 |
Dec 1999 |
Lecturer |
.Teaching |
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Barkartulla University,Bhopal(M.P.) |
Jan 2000 |
June 2002 |
Lecturer |
Teaching |
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Oriental Institute of Science & Technology, Bhopal (M.P.) |
July 2002 |
June 2005 |
Lecturer & Sr. Lecturer |
Teaching & Administration |
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Maulana Azad National Institute of Technology, Bhopal (M.P.) |
July 2005 |
Till Date |
Asst. Prof. |
Teaching & Research |
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Name of the Student |
Topic |
Year of Award |
Co-Supervisor (if any) |
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Priyank Jain |
Improved Input- Output Privacy Mechanism for Big Data |
2019 |
NIL |
| Shweta Saxena | Machine Learning Models for Computer-Aided Cancer diagnosis Using Histopathological Data |
2021 |
NIL |
| Anjana Deen | Improved machine Learning Models for Protein Function Prediction From Amino acid Sequence |
2021 |
NIL |
| Arwind Kumar | Design & Development of approaches for reducing the data complexity issues associated with real world problems |
Ongoing |
Dr. Sanyam shukla |
| Sowkarthika B | Efficient Data Complexity based machine learning for Real World problems | On-going | Dr. Rajesh Wadhvani |
| Abhishek Jadhav | Attention Based Computational Models for Medical Image segmentation | On-going | Supervisor:Dr. Akhtar Rasool |
| Bhavna Swarnkar | Early Diagnosis of Gynecological Cancers using Machine Learning | On-going | Supervisor: Dr. Nilay Khare |
| Debangana Ram | Big Data Privacy | On-going | Dr. Akhtar Rasool |
| Saima Hasib | Quantum Computing | On-going | Supervisor:Dr. Akhtar Rasool |
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Title |
Sponsoring Agency |
Duration |
Amount |
Co-PI (if any) |
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Improved Privacy Preserving Algorithm of Big Data for Madhya Pradesh State Election Commision (MP-SEC) |
M.P. Council Of Science & Technology, Bhopal (M.P) |
24 Months |
5.01 L | -- |
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A Machine Learning Model for Computer-aided Cancer Diagnosis Using Histopathological Data. |
AIIMS, Bhopal | 6 months | Completed |
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Title |
Sponsoring Agency |
Duration |
Amount |
Co-Investigator (if any) |
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Acceptance Testing HMS |
Bhopal Memorial Hospital & research Center | 04 Months | 4.93 L |
Faculty Members of CSE Dept MANIT, Bhopal |
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Authors |
Title |
Journal |
VOL. NO., PAGE NO |
YEAR |
SCI/ Scopus |
IMPACT FACTOR |
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Jain Priyank, Manasi Gyanchandani, and Nilay Khare |
Big data privacy: a technological perspective and review |
Journal of Big Data |
Vol 3,1-25 |
2016 |
SCIE(Q1)
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8.1 |
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Jain Priyank, Manasi Gyanchandani, and Nilay Khare |
Differential privacy: its technological prescriptive using big data |
Journal of Big Data |
Vol 5, issue 1, 1-24 |
2018 |
SCIE(Q1) |
8.1 |
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Jain Priyank, Manasi Gyanchandani, and Nilay Khare |
Enhanced secured map reduce layer for big data privacy and security |
Journal of Big Data |
Vol 6, issue 1, 1-17 |
2019 |
SCIE(Q1) |
8.1 |
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Deen Anjna J. and Manasi Gyanchandani |
Improved machine learning using adaptive boosting algorithm in membrane protein prediction |
International Journal of Innovative Technology and Exploring Engineering |
Vol 8, No.12, 3131-3137 |
2019 |
Scopus(Q4) |
NA |
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Bauskar S., Jain P., Gyanchandani M |
A Noninvasive Computerized Technique to Detect Anemia Using Images of Eye Conjunctiva |
Pattern Recognition and Image Analysis |
Vol 29,438-446 |
2019 |
SCOPUS(Q3) |
1.0 |
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Jain Prakhar, Shubham Bauskar, and Manasi Gyanchandani |
Neural network based non‐invasive method to detect anemia from images of eye conjunctiva |
International Journal of Imaging Systems and Technology(Wiley) |
Vol 30,No.1 ,112-125 |
2020 |
SCIE(Q2) |
2.177 |
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Saxena Shweta, Sanyam Shukla, and Manasi Gyanchandani |
Pre-trained convolutional neural networks as feature extractors for diagnosis of breast cancer using histopathology |
International Journal of Imaging Systems and Technology |
Vol 30, issue 3 ,577-591 |
2020
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SCIE(Q2) |
2.177 |
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Saxena Shweta, and Manasi Gyanchandani |
Machine learning methods for computer-aided breast cancer diagnosis using histopathology: a narrative review |
Journal of medical imaging and radiation sciences |
vol 51 , no. 1 , 182-193 |
2020 |
Scopus(Q3) |
0.276 |
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Jain Priyank, Manasi Gyanchandani, and Nilay Khare |
Improved k-anonymize and l-diverse approach for privacy preserving big data publishing using MPSEC dataset |
Computing and Informatics |
vol 39, issue 3, 537-567 |
2020 |
SCIE(Q4) |
0.974 |
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Deen Anjna Jayant, and Manasi Gyanchandani |
Pseudo amino acid feature-based protein function prediction using support vector machine and k-nearest neighbors |
International Journal of Advanced Computer Science and Applications |
Vol 11, No. 9 ,187-195 |
2020 |
Scopus(Q3) |
0.284 |
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Saxena Shweta, Sanyam Shukla, and Manasi Gyanchandani |
Breast cancer histopathology image classification using kernelized weighted extreme learning machine |
International Journal of Imaging Systems and Technology |
vol 31,168-179 |
2021 |
SCIE(Q2) |
2.177 |
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Sowkarthika B., Gyanchandani, M., Wadhvani, R., & Shukla, S. |
Data complexity-based dynamic ensembling of SVMs in classification |
Expert Systems with Applications |
Vol. 216, 119437 |
2023 |
SCIE(Q1) |
8.665 |
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Jadhav Abhishek, Akhtar Rasool, and Manasi Gyanchandani |
Quantum Machine Learning: Scope for real-world problems |
Procedia Computer Science |
218 ,2612-2625 |
2023 |
Scopus |
0.883 |
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Mh Asif Kamal, Manasi Gyanchandaniyan, & Anil Kumar Kushwah |
A novel time series data clustering approach for wind speed forecasting |
Wind Engineering |
Vol 46 Pg : 1281-1290 |
2022 |
Scopus(Q3) |
0.386 |
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Title |
Year |
Agency |
Co-Investigator(if any) |
Published/Granted |
| A Method for Enhanced Encryption in HADOOP Based Distributed Cluster | 3 Nov 2021 | Australian Government, IP Australia | __ | Granted |
| A smart Agriculture System and Method Integrated With IOT Devices | 19 March 2021 | Ministry of Commerce and Industry, Govt. of India | -- | Published |
| System & Method of Detecting & regulating Parameters in a Green House Environment | 7 Nov 2020 | Ministry of Commerce and Industry, Govt. of India | -- | Published |
