Embedded Files
Journal Publications
Journal Publications
- Vipin Kumar and Rana Kumar, ”Incremental-Decremental Data Transformation based Ensemble Deep Learning Model (IDT-eDL) for Temperature Prediction”, Modeling Earth Systems and Environment, Springer , 2024. (SCI Index Journal, IF: 3.0, ISSN: 2363-6211)
- Abhijeet Kumar and Vipin Kumar, ”Forecast of solar cycle 25 based on Hybrid CNN-Bidirectional-GRU (CNN-BiGRU) model and Novel Gradient Residual Correction (GRC) technique”, Advances in Space Research, Elsevier ,298(10), 2024. (SCI Index Journal, IF: 2.6, ISSN: 1879-1948) DOI: https://doi.org/10.1016/j.asr.2024.01.019
- Abhijeet Kumar and Vipin Kumar, ”Stacked 1D Convolutional LSTM (sConvLSTM1D) Model for Effective Prediction of Sunspot Time Series”, Solar Physics, Springer ,298(10), p.121, 2023. (SCI Index Journal, IF: 2.8, ISSN: 0038-0938) DOI: https://doi.org/10.1007/s11207-023-02209-3
- Vipin Kumar, Prem Shankar Singh Ayadv, and Sonajharia Minz, ”Multi-view Ensemble Learning using Multi-Objective Particle Swarm Optimization for High Dimensional Data Classification”, Journal of King Saud University Computer and Information Sciences, Elsevier , 2021. (Accepted) (SCI Index Journal, IF: 6.9, ISSN: 1319-1578)
- Vipin Kumar and Sonajharia Minz,”Multi-view Ensemble Learning: An optimal Feature set Partitioning for High Dimensional Data Classification” Knowledge and Information System, Springer, Volume: 49, pp:1-59, Sept., 2015.(SCI Indexed Journal, IF-2.004, ISSN: 0219-1377)
- Prem Shankar Singh Aydav, Vipin Kumar and Sonajharia Minz, ”Self-Training with Spatially Confident and Diverse Samples for the Classification of Remote Sensing Images”, Journal of the Indian Society of Remote Sensing, Springer, Feb., 1st, 2022. (Accepted) (SCI Indexed Journal, IF-1.563, ISSN: 0303-2647)
- Vinesh Kumar, Sonajharia Minz and Vipin Kumar, ”Performance Analysis of Cognitive Radio Networks under Spectrum Sharing using Queuing Approach”, Computer and Electrical Engineering, Elsevier, Vol-53, pp:390-398, May 2015.(SCI Indexed Journal, IF-3.818, ISSN: 0045-7906)
- Vinod Kumar Singh, Vipin Kumar and Annangarachari Krishnamachari, ”Prediction of replication sites in Saccharomyces cerevisiae genome using DNA segment properties: Multi-view ensemble learning (MEL) approach”, BioSystems, Elsevier, Vol-163, pp:59-69, May,2015.(SCI Indexed Journal, IF-1.973, ISSN: 0974-3006)
- Vipin Kumar and Sonajharia Minz,”Feature Selection: A Literature Review”, Smart Computing Review, Korea Academia-Industrial Cooperation Society (KAIS),Vol- 04, pp:211-229, Jun, 2014. (Indexed: DBLP, ISSN:2234-4624)
- Vipin Kumar and Sonajharia Minz,”Multi-Objective Particle Swarm Optimization: An Introduction”, Smart Computing Review, Korea Academia-Industrial Cooperation Society (KAIS),Vol-05, pp:211-229, Oct., 2014.(Indexed: DBLP, ISSN:2234-4624)
International Conference Publications:
International Conference Publications:
- B. K. Aman and V. Kumar, "Flower Leaf Image Classification using Machine Learning Techniques," 2022 Third International Conference on Intelligent Computing Instrumentation and Control Technologies (ICICICT), 2022, pp. 553-558, doi: 10.1109/ICICICT54557.2022.9917823.(Indexed: Scopus).
- Gaurav Kumar and Vipin Kumar, "Herbal Plant Leaf Image Classification using Deep Learning Models Based-on Augmentation Approach", 4th International Conference on Communication & Infromation Processing (ICCIP), 2022, Available at SSRN 4292344, 2022 (Indexed: Scopus).
- Gaurav Kumar, Vipin Kumar, and Aaryan Kumar Hrithik, “Herbal Plants Leaf Image Classification Using Machine Learning Approach.” International Conference on Intelligent Systems and Smart Infrastructure (ICISSI-2022), CRC Press, Taylor & Francis Group, 2022.(Indexed: Scopus).
- Chitranjan Kumar and Vipin Kumar, “Vegetable plant leaf image classification using machine learning,” in International Conference on Advances in Computer Engineering and Communication Systems (ICACECS- 2022)., Springer (11th & 12th Aug 2022) Organized by VNRVJIET Hyderabad, Telangana. (Indexed: Scopus)
- Chitranjan Kumar and Vipin Kumar, “Machine Learning and Deep Learning Models for Vegetable Leaf Image Classification Based on Data Augmentation,” in The 4th International Conference on Advances in Distributed Computing and Machine Learning (ICADCML)-2023, Springer (15th & 16th Jan 2023) Organized by the National Institute of Technology, Rourkela, Odisha, India. (Indexed: Scopus).
- Vipin Kumar, Vinita Kamari, and Chitranjan Kumar, “Machine Learning for Leaf Image Classification Based on a Novel Spice Plants Leaf Image Dataset”.in International Conference on Networking, Communication and Computing Technology (ICNCC 2022), the Conference Proceedings with ISBN and it will be indexed by Scopus and Crossref (05th September 2022) Organized by Ooty, India. (Indexed: Scopus)
- Vipin Kumar, Chitranjan Kumar, and Vinita Kumari “Spice Plants Leaf Image Classification Using Deep Learning Approach Based On Augmentations Data”.in the International Hybrid Conference on Advanced Research in Engineering and Technology (ARET-2022), the Conference Proceedings with ISBN, and it will be indexed by Scopus and Crossref (December 10-11, 2022) Organized by Kolkata, India. (Indexed: Scopus)
- Aaryan Kumar Hrithik and Vipin Kumar, “Classification of Fruit Plants Leaf and Comparative Analysis of Machine Learning Algorithms” in International Conference on Networking, Communication and Computing Technology (ICNCC) Ooty, India during 05th September 2022: Elsevier indexed by Scopus and Cross Ref.(Indexed: Scopus).
- Aaryan Kumar Hrithik and Vipin Kumar, “Classification of Fruit Plants Leaf and Comparative Analysis of Machine Learning and Deep Learning Algorithms” in IEEE International Conference on Computing, Communication, and Intelligent Systems 04th-05th Nov, 2022 Sharda University, Greater Noida, India. IEEE Conference Record #56430 ISBN No.: 978-1-6654-6200-6.(Indexed: Scopus).
- Anchit Aakshaansh, Vipin Kumar, and Aaryan Kumar Hrithik, “Code Text-based Virus and Non -virus Classification and Comparative Analysis of Machine Learning Algorithms” in International conference on recent and future Trends in Smart Electronics System and Manufacturing in Organized by E&TC Department of Symbiosis Institute of Technology, Pune 1st, 2nd & 3rd December 2022(Indexed: Scopus).
- Aparna Ojha and Vipin Kumar, “Image Classification of Ornamental Plants Leaf using Machine Learning Algorithms”, 4th International Conference on Inventive Research in Computing Application (ICIRCA-2022), IEEE Explore, September 2022. (Indexed: Scopus).
- N. Ahmad and V. Kumar, “DEEP LEARNING FOR AIR QUALITY PREDICTION AFTER COVID-19 PANDEMIC BASED ON POLLUTANT AND METEOROLOGICAL DATA” Available at SSRN 5605698, 2022.(Indexed: Scopus).
- Watan Kishor Varma and Vipin Kumar, Analysis of Crop Leaf Image Classification using Deep Learning Models over Novel Dataset SPIN 2023 ((Indexed: Scopus).
- Manish Kumar and Vipin Kumar, Ensemble Based ERDNet model for Leaf Disease Detection in Rice and Maize Crops, PCEMS 2023 (Indexed: Scopus).
- Sakshi Shriya and Vipin Kumar “Dry Beans Classification using Ensemble Learning” ICSMDI-2023 (Indexed: Scopus).
- Aditya Kumar, Vipin Kumar, and Sapna Kumari, “A graph colouring-based Framework for views construction in multi-view ensemble learning”, In 2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC), IEEE Explore, pp. 84-89. 2021.(Indexed: Scopus)
- Sapna Kumari, Vipin Kumar, and Aditya Kumar, “Effectiveness analysis of distance measures for graph colouring-based view-construction approach in Multiview ensemble learning”, International Conference on Distributed Computing and Optimization Techniques ICDCOT -2021, Springer, (25th -26th June 2021), Organized by SJBIT Bengaluru. (Indexed: Scopus)
- Md Tanveer Alam, Vipin Kumar, and Aditya Kumar, “A Multi-view Convolutional Neural Network Approach for Image Data Classification” International Conference on Communication Information and Computing Technology (ICCICT), IEEE Explore. pp. 1-6, 2021. (Indexed: Scopus)
- Vipin Kumar and Sonajharia Minz, ”An Optimal Multi-view Ensemble Learning for High Dimensional Data Classification using Constrained Particle Swarm Optimization”, International Conference on Information, Communication, and Computing Technology, Volume-750, pp: 363-378, Springer, May 2017. (Indexed: Scopus)
- Vipin Kumar and Sonajharia Minz, ”Multi-view Ensemble Learning: A Supervised Feature Set Partitioning for High Dimensional Data Classification”, Third International Symposium on Women in Computing and Informatics (WCI-2015), Association for Computing Machinery (ACM) , pp:31-37, Aug. 2015. (Indexed: Scopus)
- Vipin Kumar,” Multi-view Ensemble Learning using Optimal Feature Set Partitioning: An Extended Experiments and Analysis in Low Dimensional Scenario”, Second International Symposium on Computer Vision and the Internet (VisionNet-2015), Procedia Computer Science Journal, Elsevier , Volume-58, pp:499-509, Aug 2015 (Indexed: Scopus)
- Vinesh Kumar, Vipin Kumar and Sonajharia Minz, ”Conflict Graph-based Channel Allocation in Cognitive Radio Networks”, Context, IEEE 34th Symposium on Reliable Distributed Systems Workshop (SRDSW), IEEE, pp:52-56, Sept. 2015(Indexed: Scopus).
- Vipin Kumar and Sonajharia Minz, ”Multi-view Ensemble Learning for Poem Data Classification using SentiWordNet”, 2nd International Conference on Advanced Computing, Networking, and Informatics (ICACNI-2014), Smart Innovation, Systems and Technologies, Springer, Vol-27, pp:57-66, Jun 2014. (Indexed: Scopus)
- Sonajharia Minzand Vipin Kumar, ”Reinforced Multi-view Ensemble Learning for High Dimensional Data Classification”, International Conference on Communication and Computing (ICC-2014), Elsevier, Vol-27, pp:19-20, Jun, 2014.(Indexed: Scopus).
- Vipin Kumar and Sonajharia Minz, ”Mood Classification of Lyrics using SentiWordNet”, ICCCI-2013, IEEE Xplore, pp:1-5 , Jan 2013.(Indexed: Scopus).
- Vipin Kumar and Sonajharia Minz, ”Poem Classification using Machine Learning Approach”, International Conference on Soft Computing for Problem Solving (SocProS 2012), AISC Series of Springer, Vol-236, pp:675-682, 2013. (Indexed: Scopus)
- Mishra, Shweta, Saurabh Kumar, and Vipin Kumar. "Multi-view Deep Learning for Weather Recognition." International Conference on Artificial Intelligence and Sustainable Engineering: Select Proceedings of AISE 2020, Volume 2. Singapore: Springer Singapore, 2022. (Indexed: Scopus).
- Aman Kumar, Vipin Kumar, “Decompose and Recomposed Time Series Data-based Ensemble Model (DRE-TS) for Effective Temperature Prediction”, ICACRS- 2023
- Md. Naushad, Vipin kumar, “A hybrid time series model for the spatio-temporal analysis of air pollution prediction based on PM2.5”, 3 rd International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC-2023), 20-22 December, 2023, 2023
Book Chapters:
Book Chapters:
- Kumar, Vipin, Pawan Kumar Chaurasia, and Prem Shankar Singh Aydav. "Deep multi-view learning for healthcare domain." Computational Intelligence Aided Systems for Healthcare Domain. CRC Press 55-90, 2022
- Singh, Ritika, Vipin Kumar, Prashant Prabhakar, and Ibrahim Momin. "Computer-aided breast cancer diagnosis using machine learning and deep learning methods: A comprehensive survey." Computational Intelligence Aided Systems for Healthcare Domain: 347-386. 2022
Google Sites
Report abuse