Hariprasad Kodamana

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Topics

Multivariate Time Series

Model Predictive Control

Fault Detection

Top Venues

Comput. Chem. Eng.

IEEE Geosci. Remote. Sens. Lett.

Publications

B. Keerthiveena, Mohammad Tufail Sheikh, Hariprasad Kodamana, Anurag S. Rathore
DeepDepth: Prediction of O(6)-methylguanine-DNA methyltransferase genotype in glioblastoma patients using multimodal representation learning based on deep feature fusion. Neural Comput. Appl. 36 (19) (2024)
Umang Goswami, Hariprasad Kodamana, Manojkumar Ramteke
Fault detection using Graph Neural Differential Auto-encoders (GNDAE). Comput. Chem. Eng. 189 (2024)
Jyoti Rani, Tapas Tripura, Hariprasad Kodamana, Souvik Chakraborty
Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data. CoRR (2024)
Mridul Gupta, Sahil Manchanda, Hariprasad Kodamana, Sayan Ranu
Mirage: Model-agnostic Graph Distillation for Graph Classification. ICLR (2024)
Anubha Agrawal, Bhavik R. Bakshi, Hariprasad Kodamana, Manojkumar Ramteke
Multi-objective optimization of food-energy-water nexus via crops land allocation. Comput. Chem. Eng. 183 (2024)
Mridul Gupta, Sahil Manchanda, Hariprasad Kodamana, Sayan Ranu
Mirage: Model-Agnostic Graph Distillation for Graph Classification. CoRR (2023)
Ahteshamul Haq, Reena Sharma, Bhavik R. Bakshi, Hariprasad Kodamana, Manojkumar Ramteke
Forecasting sustainable power generation profiles to achieve net zero emissions using multi-objective techno-ecological framework: A study in the context of India. Comput. Chem. Eng. 179 (2023)
Mridul Gupta, Hariprasad Kodamana, Sayan Ranu
Frigate: Frugal Spatio-temporal Forecasting on Road Networks. KDD (2023)
Umang Goswami, Jyoti Rani, Hariprasad Kodamana, Sandeep Kumar, Prakash Kumar Tamboli
Fault detection and isolation of multi-variate time series data using spectral weighted graph auto-encoders. J. Frankl. Inst. 360 (10) (2023)
Mridul Gupta, Hariprasad Kodamana, Sayan Ranu
FRIGATE: Frugal Spatio-temporal Forecasting on Road Networks. CoRR (2023)
Aravind Nair, K. S. S. Sai Srujan, Sayali R. Kulkarni, Kshitij Alwadhi, Navya Jain, Hariprasad Kodamana, S. Sandeep, Viju O. John
A Deep Learning Framework for the Detection of Tropical Cyclones From Satellite Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Mayuna Gupta, Hariprasad Kodamana, S. Sandeep
Prediction of ENSO Beyond Spring Predictability Barrier Using Deep Convolutional LSTM Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Aryaman Sinha, Mayuna Gupta, K. S. S. Sai Srujan, Hariprasad Kodamana, S. Sandeep
Prediction of Synoptic-Scale Sea Level Pressure Over the Indian Monsoon Region Using Deep Learning. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Tanuja Joshi, Hariprasad Kodamana, Harikumar Kandath, Niket S. Kaisare
TASAC: a twin-actor reinforcement learning framework with stochastic policy for batch process control. CoRR (2022)
Shivendra Singh, Anubha Agrawal, Hariprasad Kodamana, Manojkumar Ramteke
Multi-objective Optimization Based Recursive Feature Elimination for Process Monitoring. Neural Process. Lett. 53 (2) (2021)
Dibyendu Ghosh, Srija Chakraborty, Hariprasad Kodamana, Supriya Chakraborty
Application of Machine Learning in understanding plant virus pathogenesis: Trends and perspectives on emergence, diagnosis, host-virus interplay and management. CoRR (2021)
Tanuja Joshi, Shikhar Makker, Hariprasad Kodamana, Harikumar Kandath
Application of twin delayed deep deterministic policy gradient learning for the control of transesterification process. CoRR (2021)
Tanuja Joshi, Shikhar Makker, Hariprasad Kodamana, Harikumar Kandath
Twin actor twin delayed deep deterministic policy gradient (TATD3) learning for batch process control. Comput. Chem. Eng. 155 (2021)
Mengqi Fang, Hariprasad Kodamana, Biao Huang
Real-Time Mode Diagnosis for Processes With Multiple Operating Conditions Using Switching Conditional Random Fields. IEEE Trans. Ind. Electron. 67 (6) (2020)
Sammyak Mate, Hariprasad Kodamana, Sharad Bhartiya, P. S. V. Nataraj
A Stabilizing Sub-Optimal Model Predictive Control for Quasi-Linear Parameter Varying Systems. IEEE Control. Syst. Lett. 4 (2) (2020)
Hariprasad Kodamana, Rahul Raveendran, Biao Huang
Mixtures of Probabilistic PCA With Common Structure Latent Bases for Process Monitoring. IEEE Trans. Control. Syst. Technol. 27 (2) (2019)
Zheyuan Liu, Hariprasad Kodamana, Artin Afacan, Biao Huang
Dynamic prediction of interface level using spatial temporal markov random field. Comput. Chem. Eng. 128 (2019)
Mengqi Fang, Hariprasad Kodamana, Biao Huang
Switching Conditional Random Field Approach to Process Operating Mode Diagnosis for Multi-Modal Processes. CDC (2018)
Rahul Raveendran, Hariprasad Kodamana, Biao Huang
Process monitoring using a generalized probabilistic linear latent variable model. Autom. 96 (2018)
Fan Guo, Ouyang Wu, Hariprasad Kodamana, Yongsheng Ding, Biao Huang
An Augmented Model Approach for Identification of Nonlinear Errors-in-Variables Systems Using the EM Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 48 (11) (2018)
Mengqi Fang, Hariprasad Kodamana, Biao Huang, Nima Sammaknejad
A novel approach to process operating mode diagnosis using conditional random fields in the presence of missing data. Comput. Chem. Eng. 111 (2018)
Fan Guo, Hariprasad Kodamana, Yujia Zhao, Biao Huang, Yongsheng Ding
Robust Identification of Nonlinear Errors-in-Variables Systems With Parameter Uncertainties Using Variational Bayesian Approach. IEEE Trans. Ind. Informatics 13 (6) (2017)
Hariprasad Kodamana, Sharad Bhartiya
An Efficient and Stabilizing Model Predictive Control of Switched Systems. IEEE Trans. Autom. Control. 62 (7) (2017)
Ouyang Wu, Hariprasad Kodamana, Juan Li, Biao Huang, J. Fraser Forbes
Identification of nonlinear errors-in-variables systems in state-space form: A linear parameter varying approach. ASCC (2017)
S. V. Vignesh, Hariprasad Kodamana, Pratik Athawale, Vinod Siram, Sharad Bhartiya
Optimal strategies for transitions in simulated moving bed chromatography. Comput. Chem. Eng. 84 (2016)
Hariprasad Kodamana, Sharad Bhartiya
Adaptive robust model predictive control of nonlinear systems using tubes based on interval inclusions. CDC (2014)