Sumeet Dua

According to our database, Sumeet Dua authored at least 32 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

A novel machine learning framework for automated detection of arrhythmias in ECG segments.

The-Hanh Pham, Subbhuraam Vinitha Sree, John Mapes, Sumeet Dua, Shu Lih Oh, Joel E. W. Koh, Edward J. Ciaccio, U. Rajendra Acharya

J. Ambient Intell. Humaniz. Comput., 2021

2020

Local Similarity Matrix for Cysteine Disulfide Connectivity Prediction from Protein Sequences.

Norman "John" Mapes, Christopher Rodriguez, Pradeep Chowriappa, Sumeet Dua

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

An adaptive feature extraction model for classification of thyroid lesions in ultrasound images.

Hatwib Mugasa, Sumeet Dua, Joel E. W. Koh, Yuki Hagiwara, Shu Lih Oh, Chakri Madla, Pailin Kongmebhol, Kwan Hoong Ng, U. Rajendra Acharya

Pattern Recognit. Lett., 2020

2018

Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework.

U. Rajendra Acharya, Ayesha Akter, Pradeep Chowriappa, Sumeet Dua, U. Raghavendra, Joel E. W. Koh, Jen Hong Tan, Sook Sam Leong, Anushya Vijayananthan, Yuki Hagiwara, Marlina Tanty Ramli, Kwan Hoong Ng

Int. J. Fuzzy Syst., 2018

2016

Thyroid lesion classification in 242 patient population using Gabor transform features from high resolution ultrasound images.

U. Rajendra Acharya, Pradeep Chowriappa, Hamido Fujita, Shreya Bhat, Sumeet Dua, Joel E. W. Koh, Wei Jie Eugene Lim, Pailin Kongmebhol, Kwan Hoong Ng

Knowl. Based Syst., 2016

A framework to identify influencers in signed social networks.

Vanita Jaitly, Pradeep Chowriappa, Sumeet Dua

Proceedings of the 2016 International Conference on Advances in Computing, 2016

2015

Classification of diabetes maculopathy images using data-adaptive neuro-fuzzy inference classifier.

Sulaimon Ibrahim, Pradeep Chowriappa, Sumeet Dua, U. Rajendra Acharya, Kevin Noronha, Sulatha V. Bhandary, Hatwib Mugasa

Medical Biol. Eng. Comput., 2015

2014

Introduction to Machine Learning in Healthcare Informatics.

Pradeep Chowriappa, Sumeet Dua, Yavor Todorov

Proceedings of the Machine Learning in Healthcare Informatics, 2014

2013

Ensemble selection for feature-based classification of diabetic maculopathy images.

Pradeep Chowriappa, Sumeet Dua, U. Rajendra Acharya, M. Muthu Rama Krishnan

Comput. Biol. Medicine, 2013

Temporal Pattern Mining for Multivarite Clinical Decision Support.

Sheetal Saini, Sumeet Dua

Proceedings of the MEDINFO 2013, 2013

Capturing hydrophobic moment using spectral coherence for protein secondary structure prediction.

Pradeep Chowriappa, Sumeet Dua

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013

2012

Wavelet-Based Energy Features for Glaucomatous Image Classification.

Sumeet Dua, U. Rajendra Acharya, Pradeep Chowriappa, Subbhuraam Vinitha Sree

IEEE Trans. Inf. Technol. Biomed., 2012

Folksonomy-based ad hoc community detection in online social networks.

Vasanth Nair, Sumeet Dua

Soc. Netw. Anal. Min., 2012

Classification of Epilepsy Using High-Order Spectra Features and Principle Component Analysis.

Xian Du, Sumeet Dua, U. Rajendra Acharya, Chua Kuang Chua

J. Medical Syst., 2012

2011

Automated Diagnosis of Glaucoma Using Texture and Higher Order Spectra Features.

U. Rajendra Acharya, Sumeet Dua, Xian Du, Subbhuraam Vinitha Sree, Chua Kuang Chua

IEEE Trans. Inf. Technol. Biomed., 2011

Evaluating Cluster Preservation in Frequent Itemset Integration for Distributed Databases.

Sumeet Dua, Michael P. Dessauer, Prerna Sethi

J. Medical Syst., 2011

2010

Protein structural classification using orthogonal transformation and class-association rules.

Sumeet Dua, Praveen C. Kidambi

Int. J. Data Min. Bioinform., 2010

Ranking through integration of protein-similarity for identification of cell-cyclic genes.

Sumeet Dua, Pradeep Chowriappa, Alan E. Alex

Int. J. Bioinform. Res. Appl., 2010

A Grid-Based Scalable Classifier for High Dimensional Datasets.

Sheetal Saini, Sumeet Dua

Proceedings of the Information Systems, Technology and Management, 2010

2009

Protein Structure Classification Based on Conserved Hydrophobic Residues.

Pradeep Chowriappa, Sumeet Dua, Jinko Kanno, Hilary W. Thompson

IEEE ACM Trans. Comput. Biol. Bioinform., 2009

Associative classification of mammograms using weighted rules.

Sumeet Dua, Harpreet Singh, Hilary W. Thompson

Expert Syst. Appl., 2009

Bi-clustering of Gene Expression Data Using Conditional Entropy.

Afolabi Olomola, Sumeet Dua

Proceedings of the Pattern Recognition in Bioinformatics, 2009

Association Rule Based Feature Extraction for Character Recognition.

Sumeet Dua, Harpreet Singh

Proceedings of the Information Systems, Technology and Management, 2009

Data Shrinking Based Feature Ranking for Protein Classification.

Sumeet Dua, Sheetal Saini

Proceedings of the Information Systems, Technology and Management, 2009

Multi-domain Protein Family Classification Using Isomorphic Inter-property Relationships.

Harpreet Singh, Pradeep Chowriappa, Sumeet Dua

Proceedings of the Contemporary Computing - Second International Conference, 2009

2008

Patient classification using association mining of clinical images.

Sumeet Dua, Vineet Jain, Hilary W. Thompson

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Gene ranking through the integration of synchronization experiments.

Alan E. Alex, Sumeet Dua, Pradeep Chowriappa

Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

2005

Dihedral Angle based Dimensionality Reduction for Protein Structural Comparison.

Naveen Kandiraju, Sumeet Dua, Steven A. Conrad

Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

Design and Implementation of a Unique Blood-Vessel Detection Algorithm towards Early Diagnosis of Diabetic Retinopathy.

Sumeet Dua, Naveen Kandiraju, Hilary W. Thompson

Proceedings of the International Symposium on Information Technology: Coding and Computing (ITCC 2005), 2005

2004

Managing Spatio-Temporal Data.

Sumeet Dua, S. S. Iyengar

Proceedings of the Handbook of Data Structures and Applications., 2004

A Novel Computational Framework for Structural Classification of Proteins Using Local Geometric Parameter Matching.

Sumeet Dua, Naveen Kandiraju

Proceedings of the 3rd International IEEE Computer Society Computational Systems Bioinformatics Conference, 2004

2003

Classification of heart rate data using artificial neural network and fuzzy equivalence relation.

U. Rajendra Acharya, P. Subbanna Bhat, S. Sitharama Iyengar, Ashok Rao, Sumeet Dua

Pattern Recognit., 2003