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检索条件"机构=Centre for Computational and Data-Intensive Science and Engineering"
352 条 记 录,以下是1-10 订阅
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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
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
来源: 评论
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
来源: 评论
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
来源: 评论
Comparative Analysis of Parametric and Non-Parametric Machine Learning Models for CO2 Solubility Estimation
Comparative Analysis of Parametric and Non-Parametric Machin...
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2025 International Petroleum Technology Conference, IPTC 2025
作者: Darkwah-Owusu, Victor Turkson, Joshua Nsiah Yusof, Muhammad Aslam Md Tackie-Otoo, Bennet Nii Sokama-Neuyam, Yen Adams Fjelde, Ingebret Gbillah, Louis Kwesi Otchere, Daniel Asante Petroleum Engineering Department Universiti Teknologi PETRONAS Malaysia Centre of Reservoir Dynamics Institute of Sustainable Energy & Resources Universiti Teknologi PETRONAS Malaysia Department of Petroleum Engineering King Fahd University of Petroleum & Minerals Saudi Arabia Department of Petroleum Engineering Kwame Nkrumah University of Science and Technology Ghana Department of Energy & Technology NORCE Norwegian Research Centre AS Stavanger Norway Institute for Computational & Data Sciences The Pennsylvania State University University ParkPA16802 United States
This study investigates the application of parametric and non-parametric supervised machine learning techniques for CO2 solubility estimation in brine. CO2 solubility in brine is crucial in estimating the CO2 storage ... 详细信息
来源: 评论
Secured and Privacy-Preserving GPU-Based Machine Learning Inference in Trusted Execution Environment: A Comprehensive Survey
Secured and Privacy-Preserving GPU-Based Machine Learning In...
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International Communication Systems and Networks and Workshops, COMSNETS
作者: Arunava Chaudhuri Shubhi Shukla Sarani Bhattacharya Debdeep Mukhopadhyay Department of Computer Science and Engineering Indian Institute of Technology Kharagpur Kharagpur India Centre for Computational and Data Sciences Indian Institute of Technology Kharagpur 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
Synergetic effects of multiple junction and surface hydroxyl in Cu/CuO/Cu2O/TiO2 heterostructures towards highly efficient photocatalysts for hydrogen generation
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Materials science for Energy Technologies 2025年 8卷 131-142页
作者: Subagyo, Riki Anindika, Garcelina Rizky Aufkani, Afif Akmal Zhang, Lei Ardhyananta, Hosta Burhan, R.Y. Perry Nugraheni, Zjahra Vianita Akhlus, Syafsir Bahruji, Hasliza Prasetyoko, Didik Wellia, Diana Vanda Ivansyah, Atthar Luqman Arramel Kusumawati, Yuly Department of Chemistry Faculty of Science and Analytic Data Institut Teknologi Sepuluh Nopember Surabaya60111 Indonesia Center of Excellence Applied Physics and Chemistry Nano Center Indonesia Jl PUSPIPTEK South Tangerang Banten15314 Indonesia Department of Physics National University of Singapore Singapore117551 Singapore Department of Materials and Metallurgical Engineering Faculty of Industrial Technology and Systems Engineering Institut Teknologi Sepuluh Nopember Surabaya60111 Indonesia Centre of Advanced Material and Energy Science Universiti Brunei Darussalam Jalan Tungku Link BE 1410 Brunei Department of Chemistry Faculty of Mathematics and Natural Sciences Universitas Andalas Padang25163 Indonesia Master Program in Computational Science Faculty of Mathematics and Natural Science Institut Teknologi Bandung Jalan Ganesha No. 10 Bandung40132 Indonesia Instrumentation and Computational Physics Research Group Department of Physics Faculty of Mathematics and Natural Sciences Institut Teknologi Bandung Jalan Ganesha No.10 West Java Bandung40132 Indonesia
The implementation of titanium dioxide (TiO2) as a photocatalyst material in hydrogen (H2) evolution reaction (HER) has embarked renewed interest in the past decade. Rapid electron-hole pairs recombination and wide ba... 详细信息
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Hyperparameter Tuning of SVM Using Metaheuristics: An Empirical Analysis
Hyperparameter Tuning of SVM Using Metaheuristics: An Empiri...
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Wireless Africa Conference (WAC)
作者: Sunday O. Oladejo Lateef A. Akinyemi Stephen O. Ekwe Taiwo G. Omomule Oluwaseyi P. Babalola School for Data Science and Computational Thinking Stellenbosch University South Africa Centre for Augmented Intelligence and Data Science University of South Africa South Africa Dept. of Electrical Electronic and Comp. Engineering Cape Peninsula University of Technology South Africa Dept of Mathematics and Statistics University of Guelph Ontario Canada
The Support Vector Machine (SVM) performance is highly dependent on the selection of optimal hyperparameterse Conventional optimisation methods, including grid search, gradient descent, randomized search, and various ... 详细信息
来源: 评论
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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IEEE Workshop on Applications of Computer Vision (WACV)
作者: Shubhi Shukla Subhadeep Dalui Manaar Alam Shubhajit Datta Arijit Mondal Debdeep Mukhopadhyay Partha Pratim Chakrabarti Centre for Computational and Data Sciences IIT Kharagpur India Computer Science and Engineering Department IIT Kharagpur India Center for Cyber Security New York University Abu Dhabi UAE Department of Artificial Intelligence IIT Kharagpur India Computer Science and Engineering Department IIT Patna 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
来源: 评论
Probing quasigeostrophic turbulence via complex networks
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Physical Review Fluids 2025年 第5期10卷 054402-054402页
作者: V. R. Krishna Priya Snehal Sunil Patil Somnath Roy Konduri Aditya Rajaram Lakkaraju Centre for Computational and Data Sciences Indian Institute of Technology Kharagpur West Bengal-721302 India TuRbulent Interfaces And Dispersion (TRIAD) Department of Mechanical Engineering Indian Institute of Technology Kharagpur West Bengal-721302 India Department of Computational and Data Sciences Indian Institute of Science Bangalore-560012 India
Using statistical analysis and complex networks, we study the role of inverse Rossby deformation radius, λ, on freely decaying quasi-geostrophic turbulence dynamics. We find that the area fraction occupied by vortice... 详细信息
来源: 评论