Dear all, this is our Lab publications -2022
Vinod Chandra S S
10 Journals, 5 Book Chapters, 1 Conference Proceedings
Journals
1. Vinod Chandra S S, Saju Sankar S, Anand H S "Smell Detection Agent Optimization Approach to Path Generation in Automated Software Testing", Journal of Electronic Testing, Springer(ISSN:0923-8174),Vol.38, No.6, December 2022.
2. Sreelakshmi S, Vinod Chandra S S, Shaji E, "Landslide Identification using Machine Learning Techniques: Review, Motivation, and Future Prospects", Earth Science Informatics, Springer(ISSN:1865-0481), Vol. 15, No. 4, Pages:2063 - 2090, November 2022.
3. Anand H S, Vinod Chandra S S, "Real time railway track crack analysis using multi-level classification", Proceedings of the Indian National Science Academy, Springer(ISSN:2454-9983), Vol.88, No. 4, Pages:752 - 764, October 2022.
4. SaleenaYounus, Vinod Chandra S S, Junaida Ibrahim, Achuthsankar S Nair, "A new approach used in docking study for predicting the Combination drug efficacy in EML4-ALK target of NSCLC", Journal of Biomolecular Structure & Dynamics, Taylor & Francis(ISSN: 0739-1102), July 2022.
5. Jibin Pradeep, Shaji E, Subeesh Chandran, Ajas H, Vinod Chandra S S, Dhanil Dev, Suresh Babu "Assessment of coastal variations due to climate change using remote sensing and machine learning techniques: A case study from west coast of India", Estuarine, Coastal and Shelf Science,Elsevier (ISSN: 0272-7714), Vol. 275, Page:107968, July 2022.
6. Aswathy A L, Anand H S, Vinod Chandra S S, "COVID-19 Severity Detection using Machine Learning Techniques from CT-Images", Evolutionary Intelligence, Springer(ISSN:1864-5917), June 2022.
7. Misaj Sharafudeen, Vinod Chandra S S, "Detecting Skin Lesions fusing Handcrafted features in Image Network Ensembles", Multimedia Tools and Applications, Springer(ISSN:1573-7721), June 2022.
8. Anand H S, Saritha R, Vinod Chandra S S "Many Objective Optimization Algorithm based on Mixed Species Particles Flocking", Journal of Ambient Intelligence and Humanized Computing, Springer (ISSN: 1868-5145), March 2022.
9. Aswathy A L, Vinod Chandra S S, "Cascaded 3D UNet Architecture for segmenting the COVID-19 infection from Lung CT Volume", Scientific Reports, Nature(ISSN:2045-2322), Vol.12, Article number: 3090, February 2022.
10. Aswathy A L, Vinod Chandra S S, "Detection of Brain tumor Abnormality from MRI FLAIR Images using Machine Learning Techniques", Journal of The Institution of Engineers (India): Series B, Springer(ISSN:2250-2106), Vol. 103, No.4, Pages:1097 - 1104, January 2022.
Book Chapters/ In Conference Proceedings
11. Sreelakshmi S, Vinod Chandra S S, "Landslide classification using deep convolutional neural network with synthetic minority oversampling technique", Distributed Computing and Intelligent Technology, Springer (ISBN: 978-3-031-24848-1), January 2023.
12. Sreelakshmi S, Vinod Chandra S S, "Blockchain Technology in Disaster Management: A High-level Overview and Future Research Dimensions", Blockchain for Industry 4.0 - Emergence, Challenges and Opportunities, CRC Press (ISBN: 978-1-003-28291-4), December 2022.
13. Misaj Sharafudeen, Vinod Chandra S S, "Medical Deepfake Detection using 3-Dimensional Neural Learning", Lecture Notes in Computer Science, Springer (ISBN:978-3-031-20649-8), November 2022.
14. Nitha V R, Vinod Chandra S S, "A Deep Neural Network Architecture for Lung Cancer Detection upon Feature Extraction using Transfer Learning", 4th International Conference on Machine Learning, Image Processing, Network Security and Data Sciences, Proceedings of Springer, 21 - 22 December 2022, Bhopal, India.
15. Misaj Sharafudeen, Vinod Chandra S S, Philomina Simon,"Deep Ensemble Architectures for Skin Lesion Detection", 14th International Conference on Soft Computing and Pattern Recogonition, Proceedings of Springer, 14 - 16 December 2022, Karnataka, India.
16. Sreelakshmi S, Vinod Chandra S S, "Machine Learning for Disaster Management: Insights from past research and future implications", IEEE International Conference on Computing, Communication, Security and Intelligent Systems, 23-25 July 2022, Kochi, India.
Thank you all