Personal information

Activities

Employment (2)

Vellore Institute of Technology University: Vellore, IN

2024-05-02 to present | Assistant Professor Sr. G2 (School of Computer Science and Engineering)
Employment
Source: Self-asserted source
Sri Preethaa K. R.

KPR Institute of Engineering and Technology: Coimbatore, Tamil Nadu, IN

2007-08-21 to 2024-04-30 | Associate Professor (Computer Science and Engineering)
Employment
Source: Self-asserted source
Sri Preethaa K. R.

Professional activities (1)

Kyungpook National University: Daegu, Bukgu, KR

2022-08-01 to present | Post Doctoral Researcher (Intelligent Construction Automation center, Construction Robot Institute)
Invited position
Source: Self-asserted source
Sri Preethaa K. R.

Works (23)

SRGAN-enhanced unsafe operation detection and classification of heavy construction machinery using cascade learning

Artificial Intelligence Review
2024-07-13 | Journal article
Part of ISSN: 1573-7462
Contributors: Bubryur Kim; Eui-Jung An; Sungho Kim; K. R. Sri Preethaa; Dong-Eun Lee; R. R. Lukacs
Source: Self-asserted source
Sri Preethaa K. R.

Real-time assessment of surface cracks in concrete structures using integrated deep neural networks with autonomous unmanned aerial vehicle

Engineering Applications of Artificial Intelligence
2024-03 | Journal article
Part of ISSN: 0952-1976
Contributors: Bubryur Kim; Yuvaraj Natarajan; K.R. Sri Preethaa; Sujeen Song; Jinwoo An; Sanjeev Mohan
Source: Self-asserted source
Sri Preethaa K. R.

Feature Selection Graph Neural Network for Optimized Node Categorization

IEEE Transactions on Consumer Electronics
2024-02 | Journal article
Contributors: K. R. Sri Preethaa; Gitanjali Wadhwa; Yuvaraj Natarajan; Anand Paul
Source: check_circle
Crossref

Enhancing Building Energy Efficiency with IoT-Driven Hybrid Deep Learning Models for Accurate Energy Consumption Prediction

Sustainability
2024-02-26 | Journal article
Contributors: Yuvaraj Natarajan; Sri Preethaa K. R.; Gitanjali Wadhwa; Young Choi; Zengshun Chen; Dong-Eun Lee; Yirong Mi
Source: check_circle
Crossref

A Comprehensive Review on Machine Learning Techniques for Forecasting Wind Flow Pattern

Sustainability
2023-08-26 | Journal article | Formal analysis, Investigation, Resources, Writing - original draft, Visualization
Contributors: Sri Preethaa K. R.
Source: Self-asserted source
Sri Preethaa K. R.

Novel ANOVA-Statistic-Reduced Deep Fully Connected Neural Network for the Damage Grade Prediction of Post-Earthquake Buildings

Sensors
2023-07-16 | Journal article | Formal analysis, Software, Writing - original draft, Writing - review & editing
Contributors: Sri Preethaa K. R.
Source: Self-asserted source
Sri Preethaa K. R.

EAD-DNN: Early Alzheimer's disease prediction using deep neural networks

Biomedical Signal Processing and Control
2023-07-13 | Journal article | Methodology, Validation, Writing - review & editing
Contributors: Sri Preethaa K. R.
Source: Self-asserted source
Sri Preethaa K. R.

Predicting the lateral displacement of tall buildings using an LSTM-based deep learning approach

Wind and Structures
2023-06 | Journal article | Formal analysis, Methodology, Software, Writing - original draft
Contributors: Sri Preethaa K. R.
Source: Self-asserted source
Sri Preethaa K. R.

Forecasting Carbon Dioxide Emissions of Light-Duty Vehicles with Different Machine Learning Algorithms

Electronics
2023-05-18 | Journal article
Contributors: Yuvaraj Natarajan; Gitanjali Wadhwa; K. R. Sri Preethaa; Anand Paul
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Sentiment Analysis on Drug Reviews Using Diverse Classification Techniques

2022 3rd International Conference on Communication, Computing and Industry 4.0 (C2I4)
2022-12-15 | Conference paper
Contributors: Premkumar Duraisamy; Yuvaraj Natarajan; K.R.Sri Preethaa; K. Mouthami
Source: Self-asserted source
Sri Preethaa K. R.

Deep Learning Activation Layer-Based Wall Quality Recognition Using Conv2D ResNet Exponential Transfer Learning Model

Mathematics
2022-12-05 | Journal article
Contributors: Bubryur Kim; Yuvaraj Natarajan; Shyamala Devi Munisamy; Aruna Rajendran; K. R. Sri Preethaa; Dong-Eun Lee; Gitanjali Wadhwa
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Stacked Generalization Model to Enhance Prediction of Earthquake-Induced Soil Liquefaction

Sensors
2022-09-26 | Journal article
Contributors: Sri Preethaa; Yuvaraj Natarajan; Arun Pandian Rathinakumar; Dong-Eun Lee; Young Choi; Young-Jun Park; Chang-Yong Yi
Source: check_circle
Crossref

Ensemble Machine Learning-Based Approach for Predicting of FRP–Concrete Interfacial Bonding

Mathematics
2022-01-12 | Journal article
Contributors: Bubryur Kim; Dong-Eun Lee; Gang Hu; Yuvaraj Natarajan; Sri Preethaa; Arun Pandian Rathinakumar
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Investigation of steel frame damage based on computer vision and deep learning

Automation in Construction
2021-12 | Journal article
Part of ISSN: 0926-5805
Source: Self-asserted source
Sri Preethaa K. R.

Predicting wind flow around buildings using deep learning

Journal of Wind Engineering and Industrial Aerodynamics
2021-12 | Journal article
Part of ISSN: 0167-6105
Source: Self-asserted source
Sri Preethaa K. R.
grade
Preferred source (of 2)‎

A Hybrid Speech Enhancement Algorithm for Voice Assistance Application

Sensors
2021-10-23 | Journal article
Contributors: Jenifa Gnanamanickam; Yuvaraj Natarajan; Sri Preethaa K. R.
Source: check_circle
Crossref

Surface crack detection using deep learning with shallow CNN architecture for enhanced computation

Neural Computing and Applications
2021-08 | Journal article
Part of ISSN: 0941-0643
Part of ISSN: 1433-3058
Source: Self-asserted source
Sri Preethaa K. R.
grade
Preferred source (of 2)‎

Deep Learning based Voice assistance in hospitals using Face Recognition

Journal of Physics: Conference Series
2021-05-01 | Journal article
Part of ISSN: 1742-6588
Part of ISSN: 1742-6596
Source: Self-asserted source
Sri Preethaa K. R.

Voice Activated Face Recognition based Smart Support System

Journal of Physics: Conference Series
2021-05-01 | Journal article
Part of ISSN: 1742-6588
Part of ISSN: 1742-6596
Source: Self-asserted source
Sri Preethaa K. R.

Wind-Induced Pressure Prediction on Tall Buildings Using Generative Adversarial Imputation Network

Sensors
2021-04-03 | Journal article
Part of ISSN: 1424-8220
Source: Self-asserted source
Sri Preethaa K. R.
grade
Preferred source (of 2)‎

Transfer Learning Based Real-Time Crack Detection Using Unmanned Aerial System

국제초고층학회논문집
2020-12-01 | Journal article
Source: Self-asserted source
Sri Preethaa K. R.

Enhanced pedestrian detection using optimized deep convolution neural network for smart building surveillance

Soft Computing
2020-11 | Journal article
Part of ISSN: 1432-7643
Part of ISSN: 1433-7479
Source: Self-asserted source
Sri Preethaa K. R.
grade
Preferred source (of 3)‎

Intelligent video analysis for enhanced pedestrian detection by hybrid metaheuristic approach

Soft Computing
2020-08 | Journal article
Part of ISSN: 1432-7643
Part of ISSN: 1433-7479
Source: Self-asserted source
Sri Preethaa K. R.
grade
Preferred source (of 2)‎