Sumeet Dua

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 6

Top Topics

Gabor Transform

Protein Secondary Structure

Ultrasound Images

Top Venues

Soc. Netw. Anal. Min.

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

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) (2021)
Norman, 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) (2020)
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 (2020)
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) (2018)
Vanita Jaitly, Pradeep Chowriappa, Sumeet Dua
A framework to identify influencers in signed social networks. ICACCI (2016)
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 (2016)
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) (2015)
Sheetal Saini, Sumeet Dua
Temporal Pattern Mining for Multivarite Clinical Decision Support. MedInfo (2013)
Pradeep Chowriappa, Sumeet Dua
Capturing hydrophobic moment using spectral coherence for protein secondary structure prediction. CIBCB (2013)
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) (2013)
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) (2012)
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) (2012)
Vasanth Nair, Sumeet Dua
Folksonomy-based ad hoc community detection in online social networks. Soc. Netw. Anal. Min. 2 (4) (2012)
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) (2011)
Sumeet Dua, Michael P. Dessauer, Prerna Sethi
Evaluating Cluster Preservation in Frequent Itemset Integration for Distributed Databases. J. Medical Syst. 35 (5) (2011)
Sheetal Saini, Sumeet Dua
A Grid-Based Scalable Classifier for High Dimensional Datasets. ICISTM (2010)
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) (2010)
Sumeet Dua, Praveen C. Kidambi
Protein structural classification using orthogonal transformation and class-association rules. Int. J. Data Min. Bioinform. 4 (2) (2010)
Harpreet Singh, Pradeep Chowriappa, Sumeet Dua
Multi-domain Protein Family Classification Using Isomorphic Inter-property Relationships. IC3 (2009)
Sumeet Dua, Sheetal Saini
Data Shrinking Based Feature Ranking for Protein Classification. ICISTM (2009)
Sumeet Dua, Harpreet Singh, Hilary W. Thompson
Associative classification of mammograms using weighted rules. Expert Syst. Appl. 36 (5) (2009)
Afolabi Olomola, Sumeet Dua
Bi-clustering of Gene Expression Data Using Conditional Entropy. PRIB (2009)
Sumeet Dua, Harpreet Singh
Association Rule Based Feature Extraction for Character Recognition. ICISTM (2009)
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) (2009)
Sumeet Dua, Vineet Jain, Hilary W. Thompson
Patient classification using association mining of clinical images. ISBI (2008)
Alan E. Alex, Sumeet Dua, Pradeep Chowriappa
Gene ranking through the integration of synchronization experiments. CIBCB (2008)
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)
Naveen Kandiraju, Sumeet Dua, Steven A. Conrad
Dihedral Angle based Dimensionality Reduction for Protein Structural Comparison. ITCC (1) (2005)
Sumeet Dua, Naveen Kandiraju
A Novel Computational Framework for Structural Classification of Proteins Using Local Geometric Parameter Matching. CSB (2004)
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) (2003)