A5078184091- Network Security and Intrusion Detection
- Anomaly Detection Techniques and Applications
- Mechanical Engineering and Vibrations Research
- Internet Traffic Analysis and Secure E-voting
- Neural Networks and Applications
- Gear and Bearing Dynamics Analysis
- Advanced Malware Detection Techniques
- Tribology and Lubrication Engineering
- Artificial Immune Systems Applications
- Structural Analysis and Optimization
- Hydrological Forecasting Using AI
- Gene Regulatory Network Analysis
- Time Series Analysis and Forecasting
- Water Quality and Pollution Assessment
- Building Energy and Comfort Optimization
- Gene expression and cancer classification
- IoT-based Smart Home Systems
- Composite Structure Analysis and Optimization
- Advanced Algorithms and Applications
- Solar-Powered Water Purification Methods
- Evolutionary Algorithms and Applications
- Topology Optimization in Engineering
- IoT and Edge/Fog Computing
- Internet of Things and AI
- Soil and Water Nutrient Dynamics
Presidency University
2024
CMR University
2023
Veer Surendra Sai University of Technology
2015-2022
University of Alaska Fairbanks
2019
In this paper, an advanced and optimized Light Gradient Boosting Machine (LGBM) technique is proposed to identify the intrusive activities in Internet of Things (IoT) network. The followings are major contributions: i) An LGBM model has been developed for identification malicious IoT network; ii) efficient evolutionary optimization approach adopted finding optimal set hyper-parameters projected problem. Here, a Genetic Algorithm (GA) with k-way tournament selection uniform crossover...
Lightweight is one of the most important criterion in optimum design gear set for motorsport and aerospace application. A tradeoff between weight failure modes a subject interest researchers industry. In present work single-stage spur optimized. This nonlinear constrained optimization formulation has been solved by using differential evolution algorithm. total six variables corresponding to geometry material property are considered. The results obtained compared with those published...
An experimental study of the performance an air conditioning system, using concept humidification-dehumidification is presented and investigated. The technique (AWVP) relies on utilizing moisture present in atmospheric to increase its content certain extent. water extracted through this good standard can be used for drinking other purposes. test setup consists four loops namely fresh circuit, refrigerant circuit dirty circuit. Certain operating parameters like volume flow rate air, inlet...
The expression levels of thousands genes in two sample cells are compared using micro array technology. It is possible to make key medical diagnoses, treat a specific disease, track the progression and predict how disease will respond therapy those cells, depending on their diverse sources. We must choose most valuable from among present microarray because not all them helpful categorizing particular condition. Our method gene selection involves stages. Thousands reduced few hundred (N=100)...