Soumi Chaki

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 14

Top Topics

Axiomatic Characterization

Hybrid Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Signal Process. Mag.

Publications

Soumi Chaki, David Weinberg, Ayça Özcelikkale
Communication Trade-offs in Federated Learning of Spiking Neural Networks. CoRR (2023)
Soumi Chaki, Aurobinda Routray, William K. Mohanty
A Novel Preprocessing Method Based on Variational Mode Decomposition for Reservoir Characterization Using Support Vector Regression. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (10) (2019)
Soumi Chaki, Aurobinda Routray, William K. Mohanty
A Variational Mode Decomposition Based Novel Preprocessing Method for Reservoir Characterization Using Support Vector Regression. IGARSS (2018)
Soumi Chaki, Aurobinda Routray, William K. Mohanty
Well-Log and Seismic Data Integration for Reservoir Characterization: A Signal Processing and Machine-Learning Perspective. IEEE Signal Process. Mag. 35 (2) (2018)
Soumi Chaki, Aurobinda Routray, William K. Mohanty
A Diffusion Filter Based Scheme to Denoise Seismic Attributes and Improve Predicted Porosity Volume. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (12) (2017)
Soumi Chaki, Akhilesh Kumar Verma, Aurobinda Routray, William K. Mohanty, Mamata Jenamani
A Novel Framework based on SVDD to Classify Water Saturation from Seismic Attributes. CoRR (2016)
Soumi Chaki, Aurobinda Routray, William K. Mohanty, Mamata Jenamani
Development of a hybrid learning system based on SVM, ANFIS and domain knowledge: DKFIS. CoRR (2016)
Soumi Chaki, Aurobinda Routray, William K. Mohanty, Mamata Jenamani
A novel multiclassSVM based framework to classify lithology from well logs: a real-world application. CoRR (2016)
Soumi Chaki, Akhilesh Kumar Verma, Aurobinda Routray, William K. Mohanty, Mamata Jenamani
A One class Classifier based Framework using SVDD : Application to an Imbalanced Geological Dataset. CoRR (2016)
Akhilesh K. Verma, Soumi Chaki, Aurobinda Routray, William K. Mohanty, Mamata Jenamani
Quantification of sand fraction from seismic attributes using Neuro-Fuzzy approach. CoRR (2015)
Soumi Chaki, Aurobinda Routray, William K. Mohanty
A Novel Pre-processing Scheme to Improve the Prediction of Sand Fraction from Seismic Attributes using Neural Networks. CoRR (2015)
Soumi Chaki, Akhilesh K. Verma, Aurobinda Routray, William K. Mohanty, Mamata Jenamani
Well Tops Guided Prediction of Reservoir Properties using Modular Neural Network Concept A Case Study from Western Onshore, India. CoRR (2015)
Soumi Chaki, Aurobinda Routray, William K. Mohanty
A Novel Preprocessing Scheme to Improve the Prediction of Sand Fraction From Seismic Attributes Using Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (4) (2015)
Soumi Chaki
Reservoir Characterization: A Machine Learning Approach. CoRR (2015)