Santosh Tirunagari - researchr alias

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Viewing Publication 1 - 23 from 23

2023

Interpretable Chronic Kidney Disease Risk Prediction from Clinical Data Using Machine LearningVijay Simha Reddy Chennareddy, Santosh Tirunagari, Senthilkumar Mohan, David Windridge, Yashaswini Balla. miwai 2023: 683-691 [doi]

Addressing Challenges in Healthcare Big Data AnalyticsSantosh Tirunagari, Senthilkumar Mohan, David Windridge, Yashaswini Balla. miwai 2023: 757-765 [doi]

CoLocateMe: Aggregation-Based, Energy, Performance and Cost Aware VM Placement and Consolidation in Heterogeneous IaaS CloudsMuhammad Zakarya, Lee Gillam, Khaled Salah 0001, Omer F. Rana, Santosh Tirunagari, Rajkumar Buyya. tsc, 16(2):1023-1038, March - April 2023. [doi]

Visual attribution using Adversarial Latent TransformationsTehseen Zia, Abdul Wahab, David Windridge, Santosh Tirunagari, Nauman Bashir Bhatti. cbm, 166:107521, November 2023. [doi]

2021

2017

Marginalised stack denoising autoencoders for metagenomic data binningSamaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos, David L. Robertson. cibcb 2017: 1-6 [doi]

Probabilistic broken-stick model: A regression algorithm for irregularly sampled data with application to eGFRNorman Poh, Santosh Tirunagari, Nicholas Cole, Simon de Lusignan. jbi, 76:69-77, 2017. [doi]

Dynamic mode decomposition for computer vision and signal processingSantosh Tirunagari. PhD thesis, University of Surrey, Guildford, UK, 2017. [doi]

Using Benford's law to detect anomalies in electroencephalogram: An application to detecting alzheimer's diseaseSantosh Tirunagari, Daniel Abásolo, Aamo Iorliam, Anthony T. S. Ho, Norman Poh. cibcb 2017: 1-6 [doi]

Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decompositionSantosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge. mva, 28(3-4):393-407, 2017. [doi]

One dimensional local binary patterns of electroencephalogram signals for detecting Alzheimer's diseaseSantosh Tirunagari, Samaneh Kouchaki, Daniel Abásolo, Norman Poh. icdsp 2017: 1-5 [doi]

2016

2015

2014

Challenges in designing an online healthcare platform for personalised patient analyticsNorman Poh, Santosh Tirunagari, David Windridge. cibd 2014: 40-45 [doi]

Patient level analytics using self-organising maps: A case study on Type-1 Diabetes self-care survey responsesSantosh Tirunagari, Norman Poh, Kouros Aliabadi, David Windridge, Deborah Cooke. cidm 2014: 304-309 [doi]

2011

Effect of Dimensionality Reduction on Different Distance Measures in Document ClusteringMari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari, Erkki Oja, Timo Honkela. iconip 2011: 167-176 [doi]

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