Santosh Tirunagari

36 papers C 3Journal 19Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ChemPile: A 250GB Diverse and Curated Dataset for Chemical Foundation Models. CoRR Adrian Mirza, Nawaf Alampara, Martiño Ríos-García, Mohamed Abdelalim, Jack Butler, Bethany Connolly, Tunca Dogan, Marianna Nezhurina, Bünyamin Sen, Santosh Tirunagari, Mark Worrall, Adamo Young, Philippe Schwaller, Michael Pieler, Kevin Maik Jablonka
2025	J	`jnl`	Lit-OTAR framework for extracting biological evidences from literature. Bioinform. Santosh Tirunagari, Shyamasree Saha, Aravind Venkatesan, Daniel Suveges, Miguel Carmona, Annalisa Buniello, David Ochoa, Johanna R. McEntyre, Ellen M. McDonagh, Melissa Harrison
2025	—	`conf`	The Application of Pre-trained Transformer Models to UK Court of Appeal Legal Judgments. MIWAI (3) Waleed Abbas, Tehseen Zia, Santosh Tirunagari, Vijay Simha Reddy Chennareddy, Mandeep Dhami, David Windridge
2024	J	`jnl`	VALD-MD: Visual Attribution via Latent Diffusion for Medical Diagnostics. CoRR Ammar A. Siddiqui, Santosh Tirunagari, Tehseen Zia, David Windridge
2023	—	`conf`	Addressing Challenges in Healthcare Big Data Analytics. MIWAI Santosh Tirunagari, Senthilkumar Mohan, David Windridge, Yashaswini Balla
2023	J	`jnl`	CoLocateMe: Aggregation-Based, Energy, Performance and Cost Aware VM Placement and Consolidation in Heterogeneous IaaS Clouds. IEEE Trans. Serv. Comput. Muhammad Zakarya, Lee Gillam, Khaled Salah, Omer F. Rana, Santosh Tirunagari, Rajkumar Buyya
2023	—	`conf`	Interpretable Chronic Kidney Disease Risk Prediction from Clinical Data Using Machine Learning. MIWAI Vijay Simha Reddy Chennareddy, Santosh Tirunagari, Senthilkumar Mohan, David Windridge, Yashaswini Balla
2023	J	`jnl`	The next-generation Open Targets Platform: reimagined, redesigned, rebuilt. Nucleic Acids Res. David Ochoa, Andrew Hercules, Miguel Carmona, Daniel Suveges, Jarrod Baker, Cinzia Malangone, Irene Lopez, Alfredo Miranda, Carlos Cruz-Castillo, Luca Fumis, Manuel Bernal Llinares, Kirill Tsukanov, Helena Cornu, Konstantinos D. Tsirigos, Olesya Razuvayevskaya, Annalisa Buniello, Jeremy Schwartzentruber, Mohd Anisul Karim, Bruno Ariano, Ricardo Esteban Martinez Osorio, Javier Ferrer, Xiangyu Ge, Sandra Machlitt-Northen, Asier Gonzalez-Uriarte, Shyamasree Saha, Santosh Tirunagari, Chintan Mehta, Juan María Roldán-Romero, Stuart Horswell, Sarah Young, Maya Ghoussaini, David G. Hulcoop, Ian Dunham, Ellen M. McDonagh
2023	J	`jnl`	Visual attribution using Adversarial Latent Transformations. Comput. Biol. Medicine Tehseen Zia, Abdul Wahab, David Windridge, Santosh Tirunagari, Nauman Bashir Bhatti
2021	J	`jnl`	Europe PMC in 2020. Nucleic Acids Res. Christine Ferguson, Dayane Araújo, Lynne Faulk, Yuci Gou, Audrey Hamelers, Zhan Huang, Michele Ide-Smith, Maria Levchenko, Nikos Marinos, Rakesh Nambiar, Maaly Nassar, Michael Parkin, Xingjun Pi, Faisal Rahman, Frances Rogers, Yogmatee Roochun, Shyamasree Saha, Mohamed Selim, Zunaira Shafique, Shrey Sharma, David Stephenson, Francesco Talo', Arthur Thouvenin, Santosh Tirunagari, Vid Vartak, Aravind Venkatesan, Xiao Yang, Johanna R. McEntyre
2019	J	`jnl`	Automatic Delineation of Kidney Region in DCE-MRI. CoRR Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge
2019	J	`jnl`	Functional Segmentation through Dynamic Mode Decomposition: Automatic Quantification of Kidney Function in DCE-MRI Images. CoRR Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge
2017	—	`—`	Dynamic mode decomposition for computer vision and signal processing. Santosh Tirunagari
2017	C	`conf`	Marginalised stack denoising autoencoders for metagenomic data binning. CIBCB Samaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos, David L. Robertson
2017	J	`jnl`	Movement correction in DCE-MRI through windowed and reconstruction dynamic mode decomposition. Mach. Vis. Appl. Santosh Tirunagari, Norman Poh, Kevin Wells, Miroslaw Bober, Isky Gorden, David Windridge
2017	—	`conf`	One dimensional local binary patterns of electroencephalogram signals for detecting Alzheimer's disease. DSP Santosh Tirunagari, Samaneh Kouchaki, Daniel Abásolo, Norman Poh
2017	J	`jnl`	Probabilistic broken-stick model: A regression algorithm for irregularly sampled data with application to eGFR. J. Biomed. Informatics Norman Poh, Santosh Tirunagari, Nicholas Cole, Simon de Lusignan
2017	C	`conf`	Using Benford's law to detect anomalies in electroencephalogram: An application to detecting alzheimer's disease. CIBCB Santosh Tirunagari, Daniel Abásolo, Aamo Iorliam, Anthony T. S. Ho, Norman Poh
2016	J	`jnl`	"Flow Size Difference" Can Make a Difference: Detecting Malicious TCP Network Flows Based on Benford's Law. CoRR Aamo Iorliam, Santosh Tirunagari, Anthony T. S. Ho, Shujun Li, Adrian Waller, Norman Poh
2016	J	`jnl`	Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate. CoRR Santosh Tirunagari, Simon C. Bull, Norman Poh
2016	—	`conf`	Automatic classification of irregularly sampled time series with unequal lengths: A case study on estimated glomerular filtration rate. MLSP Santosh Tirunagari, Simon C. Bull, Norman Poh
2016	—	`conf`	Automatic detection of acute kidney injury episodes from primary care data. SSCI Santosh Tirunagari, Simon C. Bull, Aki Vehtari, Christopher Farmer, Simon de Lusignan, Norman Poh
2016	J	`jnl`	Can DMD obtain a Scene Background in Color? CoRR Santosh Tirunagari, Norman Poh, Miroslaw Bober, David Windridge
2016	—	`conf`	Local binary patterns as a feature descriptor in alignment-free visualisation of metagenomic data. SSCI Samaneh Kouchaki, Santosh Tirunagari, Avraam Tapinos, David L. Robertson
2016	J	`jnl`	Visualisation of Survey Responses using Self-Organising Maps: A Case Study on Diabetes Self-care Factors. CoRR Santosh Tirunagari, Simon C. Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh
2016	—	`conf`	Visualisation of survey responses using self-organising maps: A case study on diabetes self-care factors. SSCI Santosh Tirunagari, Simon C. Bull, Samaneh Kouchaki, Deborah Cooke, Norman Poh
2015	J	`jnl`	Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports. CoRR Santosh Tirunagari
2015	—	`conf`	Data forensic techniques using Benford's law and Zipf's law for keystroke dynamics. IWBF Aamo Iorliam, Anthony T. S. Ho, Norman Poh, Santosh Tirunagari, Patrick Bours
2015	J	`jnl`	Detection of Face Spoofing Using Visual Dynamics. IEEE Trans. Inf. Forensics Secur. Santosh Tirunagari, Norman Poh, David Windridge, Aamo Iorliam, Nik Suki, Anthony T. S. Ho
2015	J	`jnl`	Exploratory Data Analysis of The KelvinHelmholtz instability in Jets. CoRR Santosh Tirunagari
2015	J	`jnl`	Identifying Similar Patients Using Self-Organising Maps: A Case Study on Type-1 Diabetes Self-care Survey Responses. CoRR Santosh Tirunagari, Norman Poh, Guosheng Hu, David Windridge
2015	—	`conf`	The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks. ICB Pedro Tome, Ramachandra Raghavendra, Christoph Busch, Santosh Tirunagari, Norman Poh, B. H. Shekar, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, Sébastien Marcel
2015	—	`conf`	Windowed DMD as a microtexture descriptor for finger vein counter-spoofing in biometrics. WIFS Santosh Tirunagari, Norman Poh, Miroslaw Bober, David Windridge
2014	—	`conf`	Challenges in designing an online healthcare platform for personalised patient analytics. CIBD Norman Poh, Santosh Tirunagari, David Windridge
2014	C	`conf`	Patient level analytics using self-organising maps: A case study on Type-1 Diabetes self-care survey responses. CIDM Santosh Tirunagari, Norman Poh, Kouros Aliabadi, David Windridge, Deborah Cooke
2011	—	`conf`	Effect of Dimensionality Reduction on Different Distance Measures in Document Clustering. ICONIP (3) Mari-Sanna Paukkeri, Ilkka Kivimäki, Santosh Tirunagari, Erkki Oja, Timo Honkela