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检索条件"机构=Centre for Computational and Data-Intensive Science and Engineering"
348 条 记 录,以下是1-10 订阅
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Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model
Few-shot Prompting for Pairwise Ranking: An Effective Non-Pa...
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2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024
作者: Sinhababu, Nilanjan Parry, Andrew Ganguly, Debasis Samanta, Debasis Mitra, Pabitra Centre for Computational and Data Sciences IIT Kharagpur India School of Computing Science University of Glasgow United Kingdom Department of Computer Science and Engineering IIT Kharagpur India
A supervised ranking model, despite its effectiveness over traditional approaches, usually involves complex processing - typically multiple stages of task-specific pre-training and fine-tuning. This has motivated rese... 详细信息
来源: 评论
Secured and Privacy-Preserving GPU-Based Machine Learning Inference in Trusted Execution Environment: A Comprehensive Survey  17
Secured and Privacy-Preserving GPU-Based Machine Learning In...
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17th International Conference on COMmunication Systems and NETworkS, COMSNETS 2025
作者: Chaudhuri, Arunava Shukla, Shubhi Bhattacharya, Sarani Mukhopadhyay, Debdeep Indian Institute of Technology Kharagpur Department of Computer Science and Engineering Kharagpur India Indian Institute of Technology Kharagpur Centre for Computational and Data Sciences Kharagpur India
With the rapid advancement of machine learning (ML) models and their widespread application across various sectors such as intrusion detection, medical diagnosis, natural language processing, and autonomous driving, t... 详细信息
来源: 评论
Smoothed-LSTM: Advancing spatio-temporal NDVI prediction in semi-automated dataset for rice crop
Smoothed-LSTM: Advancing spatio-temporal NDVI prediction in ...
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2024 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2024
作者: Dey, Anamika Sarkar, Somrita Kumar, Debajyoti Mondal, Arijit Mitra, Pabitra Indian Institute of Technology Kharagpur Centre For Computational And Data Sciences Kharagpur India Indian Institute of Technology Department of Computer Science And Engineering Patna Bihta India Indian Institute of Technology Kharagpur Department of Computer Science And Engineering Kharagpur India
Accurate Normalized Difference Vegetation Index (NDVI) forecasting is crucial for effective agricultural planning. However, a good prediction of the same requires sufficient data, but structured data is not available ... 详细信息
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Spatio-Temporal NDVI Prediction for Rice Crop
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SN Computer science 2025年 第3期6卷 1-13页
作者: Dey, Anamika Sarkar, Somrita Mondal, Arijit Mitra, Pabitra Centre for Computational and Data Sciences Indian Institute of Technology Kharagpur West Bengal Kharagpur 721302 India Department of Computer Science and Engineering Indian Institute of Technology Patna Bihar Bihta 801106 India Department of Computer Science and Engineering Indian Institute of Technology Kharagpur West Bengal Kharagpur 721302 India
Accurately predicting the Normalized Difference Vegetation Index (NDVI) is crucial for effective agricultural planning and decision-making. Despite much literature on NDVI prediction, most of these methods do not cons... 详细信息
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Ordinary Differential Equation Identification Based on Sparse Bayesian Learning and Collaborative Neurodynamic Optimization  6
Ordinary Differential Equation Identification Based on Spars...
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6th International Conference on Communication, Image and Signal Processings, CCISP 2021
作者: Okunev, Alexey Burnaev, Evgeny Wang, Jun Center for Computational and Data-Intensive Science and Engineering Skoltech Moscow Russia
Sparse Bayesian learning based on collaborative neurodynamic optimization (CNO-SBL) is a novel neural network approach proposed recently for sparse regression. In this paper, we demonstrate how well CNO-SBL performs f... 详细信息
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Guardian of the Ensembles: Introducing Pairwise Adversarially Robust Loss for Resisting Adversarial Attacks in DNN Ensembles
Guardian of the Ensembles: Introducing Pairwise Adversariall...
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2025 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025
作者: Shukla, Shubhi Dalui, Subhadeep Alam, Manaar Datta, Shubhajit Mondal, Arijit Mukhopadhyay, Debdeep Chakrabarti, Partha Pratim Centre for Computational and Data Sciences Iit Kharagpur India Iit Kharagpur Computer Science and Engineering Department India Center for Cyber Security New York University Abu Dhabi United Arab Emirates Iit Kharagpur Department of Artificial Intelligence India Iit Patna Computer Science and Engineering Department India
Adversarial attacks rely on transferability, where an adversarial example (AE) crafted on a surrogate classifier tends to mislead a target classifier. Recent ensemble methods demonstrate that AEs are less likely to mi... 详细信息
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Crop Yield Prediction Using Multimodal Meta-Transformer and Temporal Graph Neural Networks
IEEE Transactions on AgriFood Electronics
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IEEE Transactions on AgriFood Electronics 2024年 第2期2卷 545-553页
作者: Sarkar, Somrita Dey, Anamika Pradhan, Ritam Sarkar, Upendra Mohan Chatterjee, Chandranath Mondal, Arijit Mitra, Pabitra Indian Institute of Technology Kharagpur Centre for Computational and Data Sciences Kharagpur721302 India Indian Institute of Technology Kharagpur Department of Industrial and Systems Engineering Kharagpur721302 India Indian Institute of Technology Kharagpur Department of Agricultural and Food Engineering Kharagpur721302 India Indian Institute of Technology Patna Department of Computer Science and Engineering Patna801106 India Indian Institute of Technology Kharagpur Department of Computer Science and Engineering Kharagpur721302 India
Crop yield prediction is a crucial task in agricultural science, involving the classification of potential yield into various levels. This is vital for both farmers and policymakers. The features considered for this t... 详细信息
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Fuzzychain: An equitable consensus mechanism for blockchain networks
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Journal of Network and Computer Applications 2025年 241卷
作者: Ramos-Cruz, Bruno Andreu-Perez, Javier Quesada-Real, Francisco J. Martínez, Luis Computer Science Department University of Jaen Jaen Jaen23071 Spain Centre for Computational Intelligencer School of Computer Science and Electronic Engineering University of Essex Colchester United Kingdom Andalusian Research Institute in Data Science and Computational Intelligence Jaen Jaen23071 Spain
Blockchain technology has become a trusted method for establishing secure and transparent transactions through a distributed, encrypted network. The operation of blockchain is governed by consensus algorithms, among w... 详细信息
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Minimal Counters, Maximum Insight: Simplifying System Performance With HPC Clusters for Optimized Monitoring
IEEE Computer Architecture Letters
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IEEE Computer Architecture Letters 2025年 第01期24卷 177-180页
作者: Shukla, Shubhi Singh, Abhijeet Chakraborty, Rajdeep Chakraborty, Anirban Rathod, Tejas Mumbaikar, Harshal Munigala, Manoj Kumar Madhusudhan, K.N. Mitra, Pabitra Mukhopadhyay, Debdeep Indian Institute of Technology Kharagpur Centre for Computational Data Sciences India Indian Institute of Technology Kharagpur Computer Science and Engineering Department India Intel Corporation Bangalore India
As computer systems become more complex, evaluating performance requires tracking various hardware performance counters that capture the system's internal activities. While these counters provide valuable insights... 详细信息
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A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm
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CAAI Transactions on Intelligence Technology 2024年 第6期9卷 1347-1360页
作者: Jing Yang Touseef Sadiq Jiale Xiong Muhammad Awais Uzair Aslam Bhatti Roohallah Alizadehsani Juan Manuel Gorriz Department of Computer System and Technology Faculty of Computer Science and Information TechnologyUniversiti MalayaKuala LumpurMalaysia Centre for Artificial Intelligence Research(CAIR) Department of Information and Communication TechnologyUniversity of AgderGrimstadNorway Department of Creative Technologies Air UniversityIslamabadPakistan School of Information and Communication Engineering Hainan UniversityHaikouHainanChina Institute for Intelligent Systems Research and Innovation(IISRI) Deakin UniversityWaurn PondsVictoriaAustralia Data Science and Computational Intelligence Institute University of GranadaGranadaSpain
Myocarditis is a serious cardiovascular ailment that can lead to severe consequences if not promptly *** is triggered by viral infections and presents symptoms such as chest pain and heart *** detection is crucial for... 详细信息
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