Hybrid Firefly Based Simultaneous Gene Selection and Cancer Classification Using Support Vector Machines and Random Forests. - Atulji Srivastava; Saurabh Chakrabarti; Subrata Das; Shameek Ghosh; Vaidyanathan K. Jayaraman (BIC-TA (1), 2012)

Biogeography-based informative gene selection and cancer classification using SVM and Random Forests. - Sarvesh Nikumbh; Shameek Ghosh; Valadi K. Jayaraman (IEEE Congress on Evolutionary Computation, 2012)

Hybrid Biogeography Based Simultaneous Feature Selection and Prediction of N-Myristoylation Substrate Proteins Using Support Vector Machines and Random Forest Classifiers. - Shameek Ghosh; Nayana Ramachandran; C. Venkateshwari; Vaidyanathan K. Jayaraman (SEMCCO, 2012)

Variable Selection and Fault Detection Using a Hybrid Intelligent Water Drop Algorithm. - Manish Kumar; Srikant Jayaraman; Shikha Bhat; Shameek Ghosh; Vaidyanathan K. Jayaraman (SocProS, 2012)

Hybrid feature selection and peptide binding affinity prediction using an EDA based algorithm. - Kalpesh Shelke; Srikant Jayaraman; Shameek Ghosh; Valadi K. Jayaraman (IEEE Congress on Evolutionary Computation, 2013)

Simultaneous gene selection and cancer classification using a hybrid group search optimizer. - Dattatraya Magatrao; Shameek Ghosh; Valadi K. Jayaraman; Patrick Siarry (GECCO (Companion), 2013)

Simultaneous Gene Selection and Cancer Classification Using a Hybrid Intelligent Water Drop Approach. - Manish Kumar; Shameek Ghosh; Valadi K. Jayaraman; Patrick Siarry (PReMI, 2013)

Risk Prediction for Acute Hypotensive Patients by Using Gap Constrained Sequential Contrast Patterns. - Shameek Ghosh; Mengling Feng; Hung T. Nguyen 001; Jinyan Li 001 (AMIA, 2014)

Predicting Heart Beats using Co-occurring Constrained Sequential Patterns. - Shameek Ghosh; Mengling Feng; Hung T. Nguyen 001; Jinyan Li 001 (CinC, 2014)

Deriving Public Sector Workforce Insights: A Case Study Using Australian Public Sector Employment Profiles. - Shameek Ghosh; Yi Zheng 002; Thorsten Lammers; Ying-Ying Chen; Carolyn Fitzmaurice; Scott Johnston; Jinyan Li 001 (ADMA, 2016)

Predicting short-term ICU outcomes using a sequential contrast motif based classification framework. - Shameek Ghosh; Hung T. Nguyen 001; Jinyan Li 001 (EMBC, 2016)

Hypotension Risk Prediction via Sequential Contrast Patterns of ICU Blood Pressure. - Shameek Ghosh; Mengling Feng; Hung T. Nguyen 001; Jinyan Li 001 (IEEE J. Biomed. Health Informatics, 2016)

An Optimized Drug Similarity Framework for Side-effect Prediction. - Yi Zheng 002; Shameek Ghosh; Jinyan Li 001 (CinC, 2017)

Septic shock prediction for ICU patients via coupled HMM walking on sequential contrast patterns. - Shameek Ghosh; Jinyan Li 001; Longbing Cao; Kotagiri Ramamohanarao (J. Biomed. Informatics, 2017)

Multivariate sequential contrast pattern mining and prediction models for critical care clinical informatics - Shameek Ghosh (2017)

Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (Australasian Conference on Artificial Intelligence, 2018)

Discovering pan-correlation patterns from time course data sets by efficient mining algorithms. - Qian Liu 014; Shameek Ghosh; Jinyan Li 001; Limsoon Wong; Kotagiri Ramamohanarao (Computing, 2018)

An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (CEC, 2019)

Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (PRICAI (3), 2019)

Inverse similarity and reliable negative samples for drug side-effect prediction. - Yi Zheng 002; Hui Peng; Shameek Ghosh; Chaowang Lan; Jinyan Li 001 (BMC Bioinform., 2019)

Ontology-Guided Data Augmentation for Medical Document Classification. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (AIME, 2020)

Continuous Improvement of Medical Diagnostic Systems with Large Scale Patient Vignette Simulation. - Suhrid Satyal; Nick Fletcher; Shameek Ghosh (CIKM, 2020)

Understanding patient complaint characteristics using contextual clinical BERT embeddings. - Budhaditya Saha; Sanal Lisboa; Shameek Ghosh (EMBC, 2020)

Predicting missing and noisy links via neighbourhood preserving graph embeddings in a clinical knowlegebase. - Budhaditya Saha; Vedant Mandloi; Shameek Ghosh (ICMLA, 2020)

A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001 (WI/IAT, 2020)

Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001; Michael Narag (Artif. Intell. Medicine, 2021)

An Ontology-based Three-Stage Approach to Medical Text classification with Feature Selection by Particle Swarm Optimisation. - Mahdi Abdollahi; Xiaoying Gao; Yi Mei 001; Shameek Ghosh; Jinyan Li 001; Michael Narag (KES, 2024)