A general approach to incorporate data quality matrices into data mining algorithms. - Ian Davidson; Ashish Grover; Ashwin Satyanarayana; Giri Kumar Tayi (KDD, 2004)

A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition. - Ashwin Satyanarayana; Ian Davidson (ISMIS, 2005)

Evaluating search systems using result page context. - Peter Bailey; Nick Craswell; Ryen W. White; Liwei Chen; Ashwin Satyanarayana; Seyed M. M. Tahaghoghi (IIiX, 2010)

Evaluating whole-page relevance. - Peter Bailey; Nick Craswell; Ryen W. White; Liwei Chen; Ashwin Satyanarayana; Seyed M. M. Tahaghoghi (SIGIR, 2010)

Intelligent sampling for big data using bootstrap sampling and chebyshev inequality. - Ashwin Satyanarayana (CCECE, 2014)

Enhanced cobweb clustering for identifying analog galaxies in astrophysics. - Ashwin Satyanarayana; Viviana Acquaviva (CCECE, 2014)

Performance modeling of CMOS inverters using support vector machines (SVM) and adaptive sampling. - Ashwin Satyanarayana (Microprocess. Microsystems, 2016)

Design of Cloud Based Robots Using Big Data Analytics and Neuromorphic Computing. - Ashwin Satyanarayana; Janusz Kusyk; Yu-Wen Chen (CCECE, 2018)

Promoting Students' Social Interactions Results in an Improvement in Performance, Class Attendance and Retention in First Year Computing Courses. - Candido Cabo; Ashwin Satyanarayana (FIE, 2018)

Pros and Cons of Using Data Analytics for Predicting Academic Performance in Computer Science Courses: (Abstract Only). - Jennifer Bivens; Ashwin Satyanarayana; Jan Way Chen (SIGCSE, 2018)

Building a Community of First Year Students Improves Student Retention and Performance in Computing Courses: (Abstract Only). - Candido Cabo; Ashwin Satyanarayana (SIGCSE, 2018)

Using Prescriptive Data Analytics to Reduce Grading Bias and Foster Student Success. - Ashwin Satyanarayana; Reneta Lansiquot; Christine Rosalia (FIE, 2019)

A Peer Based Tutoring and Mentoring Model for First Year Computer Science Courses Based on Strategies Used by Songbirds for Learning. - Ashwin Satyanarayana; Lior Baron (SIGCSE, 2019)

Learning Hand Gestures using Synergies in a Humanoid Robot. - Parthan Olikkal; Dingyi Pei; Bharat Kashyap Karri; Ashwin Satyanarayana; Nayan M. Kakoty; Ramana Vinjamuri (ROBIO, 2023)

Accurate Body Pose Matching for Individuals with Stroke using Siamese Networks. - Ruslan Gokhman; Talya Sawdayi; Rana Khan; Ashwin Satyanarayana; Ramana Vinjamuri; Sai Praveen Kadiyala (CHASE, 2024)

A Framework for Empirical Fourier Decomposition-Based Gesture Classification for Stroke Rehabilitation. - Ke Chen; Honggang Wang 001; Andrew Catlin; Ashwin Satyanarayana; Ramana Vinjamuri; Sai Praveen Kadiyala (IEEE Internet Things J., 2025)