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M
M. R. Gauthama Raman
Singapore University of Technology and Design
18
H指数
53
论文数
1.9K
被引数
0
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18
发表时间
发表时间
IF
被引数
Assessing the Effectiveness of PCAT in Avoiding Process Anomalies in Water Treatment Plants
评估PCAT在避免水处理厂过程中异常现象的有效性
IEEE Transactions on Industrial Informatics
IF
9.9
2025-08-25
0
PRE
AI
Gauthama Raman M R; Siddhant Shrivastava; Aditya P Mathur
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A Hybrid Physics-Based Data-Driven Framework for Anomaly Detection in Industrial Control Systems
ieee transactions on cybernetics
IF
8.7
2022-09-01
15
PRE
AI
Raman, M. R. Gauthama; Mathur, Aditya P.
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Design-knowledge in learning plant dynamics for detecting process anomalies in water treatment plants
COMPUTERS & SECURITY
IF
5.4
2022-02-01
4
PRE
AI
Sung, Dillon Cheong Lien; Raman, Gauthama M. R.; Mathur, Aditya P.
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AICrit: A unified framework for real-time anomaly detection in water treatment plants
JOURNAL OF INFORMATION SECURITY AND APPLICATIONS
IF
3.7
2022-02-01
11
PRE
AI
Raman, M. R. Gauthama; Mathur, Aditya P.
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Machine learning for intrusion detection in industrial control systems: challenges and lessons from experimental evaluation
CYBERSECURITY
IF
3.7
2021-08-02
32
OA
AI
Raman, Gauthama M. R.; Ahmed, Chuadhry Mujeeb; Mathur, Aditya
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A deep learning framework for building energy consumption forecast
一种用于建筑能耗预测的深度学习框架
RENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF
16.3
2021-03-01
234
PRE
AI
Somu, Nivethitha; Raman, Gauthama M. R.; Ramamritham, Krithi
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Deep autoencoders as anomaly detectors: Method and case study in a distributed water treatment plant
COMPUTERS & SECURITY
IF
5.4
2020-12-01
24
PRE
AI
Raman, Mr Gauthama; Dong, Wenjie; Mathur, Aditya
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IBGSS: An Improved Binary Gravitational Search Algorithm based search strategy for QoS and ranking prediction in cloud environments
APPLIED SOFT COMPUTING
IF
6.6
2020-03-01
9
PRE
AI
Somu, Nivethitha; Raman, Gauthama M. R.; Kaveri, Akshya; Rahul, Akshay K.; Krithivasan, Kannan; Sriram, Shankar V. S.
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A hybrid model for building energy consumption forecasting using long short term memory networks
APPLIED ENERGY
IF
11
2020-03-01
239
PRE
AI
Somu, Nivethitha; Raman, Gauthama M. R.; Ramamritham, Krithi
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An efficient intrusion detection technique based on support vector machine and improved binary gravitational search algorithm
ARTIFICIAL INTELLIGENCE REVIEW
IF
13.9
2019-09-18
53
PRE
AI
Raman, M. R. Gauthama; Somu, Nivethitha; Jagarapu, Sahruday; Manghnani, Tina; Selvam, Thirumaran; Krithivasan, Kannan; Sriram, V. S. Shankar
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A hybrid approach using rough set theory and hypergraph for feature selection on high-dimensional medical datasets
SOFT COMPUTING
IF
2.5
2019-02-18
9
PRE
AI
Raman, M. R. Gauthama; Nivethitha, Somu; Kannan, Krithivasan; Sriram, V. S. Shankar
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An improved rough set approach for optimal trust measure parameter selection in cloud environments
SOFT COMPUTING
IF
2.5
2019-01-31
11
PRE
AI
Nivethitha, Somu; Raman, M. R. Gauthama; Gireesha, Obulaporam; Kannan, Krithivasan; Sriram, V. S. Shankar
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An improved robust heteroscedastic probabilistic neural network based trust prediction approach for cloud service selection
NEURAL NETWORKS
IF
6.3
2018-12-01
30
PRE
AI
Somu, Nivethitha; Raman, Gauthama M. R.; Kalpana, V; Kirthivasan, Kannan; Sriram, Shankar V. S.
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A trust centric optimal service ranking approach for cloud service selection
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF
6.1
2018-09-01
42
PRE
AI
Somu, Nivethitha; Raman, Gauthama M. R.; Kirthivasan, Kannan; Sriram, Shankar V. S.
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An efficient intrusion detection system based on hypergraph - Genetic algorithm for parameter optimization and feature selection in support vector machine
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2017-10-01
171
PRE
AI
Raman, M. R. Gauthama; Somu, Nivethitha; Kirthivasan, Kannan; Liscano, Ramiro; Sriram, V. S. Shankar
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A Hypergraph and Arithmetic Residue-based Probabilistic Neural Network for classification in Intrusion Detection Systems
NEURAL NETWORKS
IF
6.3
2017-08-01
67
PRE
AI
Raman, M. R. Gauthama; Somu, Nivethitha; Kirthivasan, Kannan; Sriram, V. S. Shankar
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Development of Rough Set - Hypergraph Technique for Key Feature Identification in Intrusion Detection Systems
COMPUTERS & ELECTRICAL ENGINEERING
IF
4.9
2017-04-01
20
PRE
AI
Raman, M. R. Gauthama; Kirthivasan, Kannan; Sriram, V. S. Shankar
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Hypergraph Based Feature Selection Technique for Medical Diagnosis
JOURNAL OF MEDICAL SYSTEMS
IF
5.7
2016-09-24
32
PRE
AI
Somu, Nivethitha; Raman, M. R. Gauthama; Kirthivasan, Kannan; Sriram, V. S. Shankar
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研究方向
暂无研究方向
合作学者
合作期刊
K
Krithi Ramamritham
H 指数: 66 · 论文数: 519
A
Aditya P. Mathur
H 指数: 49 · 论文数: 238
V
V. S. Shankar Sriram
H 指数: 23 · 论文数: 154
董
董文杰
(Wenjie Dong)
H 指数: 21 · 论文数: 121
N
Nivethitha Somu
H 指数: 18 · 论文数: 49
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