College of Computing and Data Science (CCDS)

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241 to 250 of 298 Results

Supplementary Materials for: Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems Aug 26, 2020 - Software Reliability and Security Lab Du, Xiaoning; Li, Yi; Xie, Xiaofei; Ma, Lei; Liu, Yang; Zhao, Jianjun, 2020, "Supplementary Materials for: Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems", https://doi.org/10.21979/N9/TTTSFK, DR-NTU (Data), V1 This supplementary material contains additional proofs for the paper: "Marble: Model-based Robustness Analysis of Stateful DeepLearning Systems".
Replication Data for: GenSlice: Generalized Semantic History Slicing Aug 21, 2020 - Software Reliability and Security Lab Zhu, Chenguang; Li, Yi; Rubin, Julia; Chechik, Marsha, 2020, "Replication Data for: GenSlice: Generalized Semantic History Slicing", https://doi.org/10.21979/N9/LPHCUS, DR-NTU (Data), V3 This dataset contains the raw experiment data and replication package for the ICSME'20 paper: "GenSlice: Generalized Semantic History Slicing". The replication package is also available at: https://github.com/Chenguang-Zhu/icsme20-artifact (2020-08-06)
Replication Data for: Towards Automated Verification of Smart Contract Fairness May 27, 2020 - Software Reliability and Security Lab Liu, Ye; Li, Yi; Lin, Shang-Wei, 2020, "Replication Data for: Towards Automated Verification of Smart Contract Fairness", https://doi.org/10.21979/N9/0BEVRT, DR-NTU (Data), V1 Software artifacts created for the paper titled "Towards Automated Verification of Smart Contract Fairness" accepted at FSE'20.
Software Reliability and Security Lab(Nanyang Technological University) May 27, 2020 Research data deposit for Yi Li's Software Reliability and Security (SRS) lab.
Related data for: Heterogeneous Transfer Learning for Thermal Comfort Modeling May 12, 2020 - Wen Yonggang Hu, Weizheng; Li, Jie; Zhu, Chenxiao; Zhang, Wei; Wen, Yonggang, 2020, "Related data for: Heterogeneous Transfer Learning for Thermal Comfort Modeling", https://doi.org/10.21979/N9/56MTEH, DR-NTU (Data), V2, UNF:6:PfZTy8hHFxpEL725OduxrA== [fileUNF] These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and h...
Mahardhika Pratama(Nanyang Technological University) Apr 14, 2020 Appointment: Assistant Professor (Former) Research topics: • Fuzzy Machine Learning • Intelligent Control Systems • Evolving and Intelligent Systems • Data Stream Mining • Big Data Analytics • Real World Applications of Computational Intelligence
Thermal Image Guided Upsampling Apr 6, 2020 - Teerawat Piriyatharawet Piriyatharawet, Teerawat, 2020, "Thermal Image Guided Upsampling", https://doi.org/10.21979/N9/9JG8D3, DR-NTU (Data), V1, UNF:6:IuGM51Q8N4QLGePoc6I4EA== [fileUNF] A low-resolution thermal imaging sensor becomes more affordable and is widely used in home applications. However, in order to understand detailed activities, a high-resolution thermal image is required. In this paper, we present an unsupervised deep learning framework for joint u...
Teerawat Piriyatharawet (Nanyang Technological University) Apr 6, 2020 Appointment: Project Officer (Former)
Wai Kin Adams KONG(Nanyang Technological University) Mar 3, 2020 Appointment: Associate Professor Research topics: • Pattern recognition • Image processing • Biometric security
Wen Yonggang(Nanyang Technological University) Mar 3, 2020 Appointment: Associate Dean (Research) Research topics: • Cloud Computing and Green Data Centre • Multimedia Computing and Communications • Machine Learning Systems and Applications

Supplementary Materials for: Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems

Aug 26, 2020 - Software Reliability and Security Lab

Du, Xiaoning; Li, Yi; Xie, Xiaofei; Ma, Lei; Liu, Yang; Zhao, Jianjun, 2020, "Supplementary Materials for: Marble: Model-based Robustness Analysis of Stateful Deep Learning Systems", https://doi.org/10.21979/N9/TTTSFK, DR-NTU (Data), V1

This supplementary material contains additional proofs for the paper: "Marble: Model-based Robustness Analysis of Stateful DeepLearning Systems".

Replication Data for: GenSlice: Generalized Semantic History Slicing

Aug 21, 2020 - Software Reliability and Security Lab

Zhu, Chenguang; Li, Yi; Rubin, Julia; Chechik, Marsha, 2020, "Replication Data for: GenSlice: Generalized Semantic History Slicing", https://doi.org/10.21979/N9/LPHCUS, DR-NTU (Data), V3

This dataset contains the raw experiment data and replication package for the ICSME'20 paper: "GenSlice: Generalized Semantic History Slicing". The replication package is also available at: https://github.com/Chenguang-Zhu/icsme20-artifact (2020-08-06)

Replication Data for: Towards Automated Verification of Smart Contract Fairness

May 27, 2020 - Software Reliability and Security Lab

Liu, Ye; Li, Yi; Lin, Shang-Wei, 2020, "Replication Data for: Towards Automated Verification of Smart Contract Fairness", https://doi.org/10.21979/N9/0BEVRT, DR-NTU (Data), V1

Software artifacts created for the paper titled "Towards Automated Verification of Smart Contract Fairness" accepted at FSE'20.

Software Reliability and Security Lab(Nanyang Technological University)

May 27, 2020

Research data deposit for Yi Li's Software Reliability and Security (SRS) lab.

Related data for: Heterogeneous Transfer Learning for Thermal Comfort Modeling

May 12, 2020 - Wen Yonggang

Hu, Weizheng; Li, Jie; Zhu, Chenxiao; Zhang, Wei; Wen, Yonggang, 2020, "Related data for: Heterogeneous Transfer Learning for Thermal Comfort Modeling", https://doi.org/10.21979/N9/56MTEH, DR-NTU (Data), V2, UNF:6:PfZTy8hHFxpEL725OduxrA== [fileUNF]

These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and h...

Mahardhika Pratama(Nanyang Technological University)

Apr 14, 2020

Appointment: Assistant Professor (Former) Research topics: • Fuzzy Machine Learning • Intelligent Control Systems • Evolving and Intelligent Systems • Data Stream Mining • Big Data Analytics • Real World Applications of Computational Intelligence

Thermal Image Guided Upsampling

Apr 6, 2020 - Teerawat Piriyatharawet

Piriyatharawet, Teerawat, 2020, "Thermal Image Guided Upsampling", https://doi.org/10.21979/N9/9JG8D3, DR-NTU (Data), V1, UNF:6:IuGM51Q8N4QLGePoc6I4EA== [fileUNF]

A low-resolution thermal imaging sensor becomes more affordable and is widely used in home applications. However, in order to understand detailed activities, a high-resolution thermal image is required. In this paper, we present an unsupervised deep learning framework for joint u...

Teerawat Piriyatharawet (Nanyang Technological University)

Apr 6, 2020

Appointment: Project Officer (Former)

Wai Kin Adams KONG(Nanyang Technological University)

Mar 3, 2020

Appointment: Associate Professor Research topics: • Pattern recognition • Image processing • Biometric security

Wen Yonggang(Nanyang Technological University)

Mar 3, 2020

Appointment: Associate Dean (Research) Research topics: • Cloud Computing and Green Data Centre • Multimedia Computing and Communications • Machine Learning Systems and Applications

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