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Journal Articles
- 2021
[j17]The-Hanh Pham
, Subbhuraam Vinitha Sree, John Mapes, Sumeet Dua, Shu Lih Oh, Joel E. W. Koh, Edward J. Ciaccio, U. Rajendra Acharya:
A novel machine learning framework for automated detection of arrhythmias in ECG segments. J. Ambient Intell. Humaniz. Comput. 12(11): 10145-10162 (2021)- 2020
- [j16]Hatwib Mugasa, Sumeet Dua, Joel E. W. Koh, Yuki Hagiwara, Shu Lih Oh, Chakri Madla, Pailin Kongmebhol, Kwan Hoong Ng, U. Rajendra Acharya:
An adaptive feature extraction model for classification of thyroid lesions in ultrasound images. Pattern Recognit. Lett. 131: 463-473 (2020) - [j15]Norman "John" Mapes, Christopher Rodriguez, Pradeep Chowriappa, Sumeet Dua:
Local Similarity Matrix for Cysteine Disulfide Connectivity Prediction from Protein Sequences. IEEE ACM Trans. Comput. Biol. Bioinform. 17(4): 1276-1289 (2020) - 2018
- [j14]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:
Use of Nonlinear Features for Automated Characterization of Suspicious Ovarian Tumors Using Ultrasound Images in Fuzzy Forest Framework. Int. J. Fuzzy Syst. 20(4): 1385-1402 (2018) - 2016
- [j13]U. Rajendra Acharya, Pradeep Chowriappa, Hamido Fujita, Shreya Bhat, Sumeet Dua, Joel E. W. Koh, Wei Jie Eugene Lim, Pailin Kongmebhol, Kwan Hoong Ng:
Thyroid lesion classification in 242 patient population using Gabor transform features from high resolution ultrasound images. Knowl. Based Syst. 107: 235-245 (2016) - 2015
- [j12]Sulaimon Ibrahim, Pradeep Chowriappa, Sumeet Dua, U. Rajendra Acharya, Kevin Noronha, Sulatha V. Bhandary, Hatwib Mugasa:
Classification of diabetes maculopathy images using data-adaptive neuro-fuzzy inference classifier. Medical Biol. Eng. Comput. 53(12): 1345-1360 (2015) - 2013
- [j11]Pradeep Chowriappa, Sumeet Dua, U. Rajendra Acharya, M. Muthu Rama Krishnan:
Ensemble selection for feature-based classification of diabetic maculopathy images. Comput. Biol. Medicine 43(12): 2156-2162 (2013) - 2012
- [j10]Xian Du, Sumeet Dua, U. Rajendra Acharya, Chua Kuang Chua:
Classification of Epilepsy Using High-Order Spectra Features and Principle Component Analysis. J. Medical Syst. 36(3): 1731-1743 (2012) - [j9]Vasanth Nair, Sumeet Dua:
Folksonomy-based ad hoc community detection in online social networks. Soc. Netw. Anal. Min. 2(4): 305-328 (2012) - [j8]Sumeet Dua, U. Rajendra Acharya, Pradeep Chowriappa, Subbhuraam Vinitha Sree:
Wavelet-Based Energy Features for Glaucomatous Image Classification. IEEE Trans. Inf. Technol. Biomed. 16(1): 80-87 (2012) - 2011
- [j7]Sumeet Dua, Michael P. Dessauer, Prerna Sethi:
Evaluating Cluster Preservation in Frequent Itemset Integration for Distributed Databases. J. Medical Syst. 35(5): 845-853 (2011) - [j6]U. Rajendra Acharya, Sumeet Dua, Xian Du, Subbhuraam Vinitha Sree, Chua Kuang Chua:
Automated Diagnosis of Glaucoma Using Texture and Higher Order Spectra Features. IEEE Trans. Inf. Technol. Biomed. 15(3): 449-455 (2011) - 2010
- [j5]Sumeet Dua, Pradeep Chowriappa, Alan E. Alex:
Ranking through integration of protein-similarity for identification of cell-cyclic genes. Int. J. Bioinform. Res. Appl. 6(2): 179-190 (2010) - [j4]Sumeet Dua, Praveen C. Kidambi:
Protein structural classification using orthogonal transformation and class-association rules. Int. J. Data Min. Bioinform. 4(2): 175-190 (2010) - 2009
- [j3]Sumeet Dua, Harpreet Singh, Hilary W. Thompson:
Associative classification of mammograms using weighted rules. Expert Syst. Appl. 36(5): 9250-9259 (2009) - [j2]Pradeep Chowriappa, Sumeet Dua, Jinko Kanno, Hilary W. Thompson:
Protein Structure Classification Based on Conserved Hydrophobic Residues. IEEE ACM Trans. Comput. Biol. Bioinform. 6(4): 639-651 (2009) - 2003
- [j1]U. Rajendra Acharya, P. Subbanna Bhat, S. Sitharama Iyengar, Ashok Rao, Sumeet Dua:
Classification of heart rate data using artificial neural network and fuzzy equivalence relation. Pattern Recognit. 36(1): 61-68 (2003)
Conference and Workshop Papers
- 2016
- [c13]Vanita Jaitly, Pradeep Chowriappa, Sumeet Dua:
A framework to identify influencers in signed social networks. ICACCI 2016: 2335-2340 - 2013
- [c12]Pradeep Chowriappa, Sumeet Dua:
Capturing hydrophobic moment using spectral coherence for protein secondary structure prediction. CIBCB 2013: 160-167 - [c11]Sheetal Saini, Sumeet Dua:
Temporal Pattern Mining for Multivarite Clinical Decision Support. MedInfo 2013: 1228 - 2010
- [c10]Sheetal Saini, Sumeet Dua:
A Grid-Based Scalable Classifier for High Dimensional Datasets. ICISTM 2010: 404-415 - 2009
- [c9]Harpreet Singh, Pradeep Chowriappa, Sumeet Dua:
Multi-domain Protein Family Classification Using Isomorphic Inter-property Relationships. IC3 2009: 473-484 - [c8]Sumeet Dua, Sheetal Saini:
Data Shrinking Based Feature Ranking for Protein Classification. ICISTM 2009: 54-63 - [c7]Sumeet Dua, Harpreet Singh:
Association Rule Based Feature Extraction for Character Recognition. ICISTM 2009: 362-364 - [c6]Afolabi Olomola, Sumeet Dua:
Bi-clustering of Gene Expression Data Using Conditional Entropy. PRIB 2009: 244-254 - 2008
- [c5]Alan E. Alex, Sumeet Dua, Pradeep Chowriappa:
Gene ranking through the integration of synchronization experiments. CIBCB 2008: 136-142 - [c4]Sumeet Dua, Vineet Jain, Hilary W. Thompson:
Patient classification using association mining of clinical images. ISBI 2008: 253-256 - 2005
- [c3]Naveen Kandiraju, Sumeet Dua, Steven A. Conrad:
Dihedral Angle based Dimensionality Reduction for Protein Structural Comparison. ITCC (1) 2005: 14-19 - [c2]Sumeet Dua, Naveen Kandiraju, Hilary W. Thompson:
Design and Implementation of a Unique Blood-Vessel Detection Algorithm towards Early Diagnosis of Diabetic Retinopathy. ITCC (1) 2005: 26-31 - 2004
- [c1]Sumeet Dua, Naveen Kandiraju:
A Novel Computational Framework for Structural Classification of Proteins Using Local Geometric Parameter Matching. CSB 2004: 710-711
Parts in Books or Collections
- 2014
- [p1]Pradeep Chowriappa, Sumeet Dua, Yavor Todorov:
Introduction to Machine Learning in Healthcare Informatics. Machine Learning in Healthcare Informatics 2014: 1-23
Editorship
- 2014
- [e6]Sumeet Dua, U. Rajendra Acharya, Prerna Dua:
Machine Learning in Healthcare Informatics. Intelligent Systems Reference Library 56, Springer 2014, ISBN 978-3-642-40016-2 [contents] - 2012
- [e5]Sumeet Dua, Aryya Gangopadhyay, Parimala Thulasiraman, Umberto Straccia, Michael A. Shepherd, Benno Stein:
Information Systems, Technology and Management - 6th International Conference, ICISTM 2012, Grenoble, France, March 28-30, 2012. Proceedings. Communications in Computer and Information Science 285, Springer 2012, ISBN 978-3-642-29165-4 [contents] - 2011
- [e4]Sumeet Dua, Sartaj Sahni, D. P. Goyal:
Information Intelligence, Systems, Technology and Management - 5th International Conference, ICISTM 2011, Gurgaon, India, March 10-12, 2011. Proceedings. Communications in Computer and Information Science 141, Springer 2011, ISBN 978-3-642-19422-1 [contents] - 2010
- [e3]Sanjay Ranka, Arunava Banerjee, Kanad Kishore Biswas, Sumeet Dua, Prabhat Mishra, Rajat Moona, Sheung-Hung Poon, Cho-Li Wang:
Contemporary Computing - Third International Conference, IC3 2010, Noida, India, August 9-11, 2010. Proceedings, Part I. Communications in Computer and Information Science 94, Springer 2010, ISBN 978-3-642-14833-0 [contents] - [e2]Sanjay Ranka, Arunava Banerjee, Kanad Kishore Biswas, Sumeet Dua, Prabhat Mishra, Rajat Moona, Sheung-Hung Poon, Cho-Li Wang:
Contemporary Computing - Third International Conference, IC3 2010, Noida, India, August 9-11, 2010, Proceedings, Part II. Communications in Computer and Information Science 95, Springer 2010, ISBN 978-3-642-14824-8 [contents] - 2009
- [e1]Sanjay Ranka, Srinivas Aluru, Rajkumar Buyya, Yeh-Ching Chung, Sumeet Dua, Ananth Grama, Sandeep K. S. Gupta, Rajeev Kumar, Vir V. Phoha:
Contemporary Computing - Second International Conference, IC3 2009, Noida, India, August 17-19, 2009. Proceedings. Communications in Computer and Information Science 40, Springer 2009, ISBN 978-3-642-03546-3 [contents]
Reference Works
- 2004
- [r1]Sumeet Dua, S. S. Iyengar:
Managing Spatio-Temporal Data. Handbook of Data Structures and Applications 2004
Coauthor Index
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