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Publications

Please see recent publications at Google Scholar.

2017:
Introducing computational thinking through hands-on projects using R with applications to calculus, probability and data analysis

Nadia Benakli, Boyan Kostadinov, Ashwin Satyanarayana, Satyanand Singh
International Journal of Mathematical Education in Science and Technology (Taylor & Francis), 2016

2016:

Performance modeling of CMOS inverters using support vector machines (SVM) and adaptive sampling
Ashwin Satyanarayana
Journal of Microprocessors and Microsystems (Elsevier), 2016

Ensemble Noise Filtering for Streaming Data using Poisson Bootstrap Model Filtering

Ashwin Satyanarayana, Rosemary Chinchilla
13th International Conference on Information Technology : New Generations (ITNG 2016), Las Vegas, NV, April 11th-13th, 2016

Data Mining using Ensemble Classifiers for Improved Prediction of Student Academic Performance
Ashwin Satyanarayana, Mariusz Nuckowski
ASEE Mid-Atlantic Section Spring 2016 Conference, George Washington University, Washington D.C, April 8-9, 2016.

2015:
Learning By Visualization and Simulation
Satyanand Singh, Nadia Benakli, Boyan Kostadinov, Ashwin Satyanarayana
2015 NYSMATYC Annual Conference, April 17-19, Rochester, NY.

A Potential Solution for Textbook Affordability
Ashwin Satyanarayana, Tatiana Malyuta and Hong Li
ASEE Mid-Atlantic Section Fall 2015 Conference, Bucknell University, PA, September 18-19, 2015.

2014:
Intelligent Sampling for Big Data Using Bootstrap Sampling and Chebyshev Inequality

Ashwin Satyanarayana
27th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2014), Toronto, ON, May 4th-7th, 2014

Using interdisciplinary game-based learning to develop problem solving and writing skills

Reneta Lansiquot, Ashwin Satyanarayana and Candido Cabo
121st ASEE Annual Conference 2014, Indianapolis, IN, June 15th- 18th, 2014

Enhanced Cobweb Clustering for Identifying Analog Galaxies in Astrophysics
Ashwin Satyanarayana, Viviana Acquaviva
27th IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2014), Toronto, ON, May 4th-7th, 2014

Improving retention by mentoring and tutoring freshmen students
Ashwin Satyanarayana, Hong Li and Josephine Braneky
American Society for Engineering Education (ASEE Zone 1), 2014 Zone 1 Conference of the (pp. 1-5). IEEE, University of Bridgeport, CT, April 3rd-5th, 2014.


2013:
Software Tools for Teaching Undergraduate Data Mining Course (pdf) 

Ashwin Satyanarayana
ASEE-2013 Mid-Atlantic Fall Conference, University of the District of Columbia, Washington DC, October 11-12th 2013

Teaching Data Mining in the Era of Big Data
 (pdf)
Brian King, Ashwin Satyanarayana,
120th ASEE Annual Conference, June 23-26th 2013

Learning while Visualizing (pdf)
Nadia Benakli, Ashwin Satyanarayana, Satyanand Singh, and Arnavaz Taraporevala
ASEE Mid Atlantic Section April 26-27th 2013

2000-2010:
Evaluating Whole-Page Relevance (pdf)
Peter Bailey, Nick Craswell, Ryen W. White, Liwei Chen, Ashwin Satyanarayana and S.M.M. Tahaghoghi
33rd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2010), Pages: 767-768 (pdf) 

Evaluating Search Systems Using Result Page Context (***Best Paper Finalist***)(pdf)
Peter Bailey, Nick Craswell, Ryen W. White, Liwei Chen,Ashwin Satyanarayana and S.M.M. Tahaghoghi
3rd Symposium on Information Interaction in Context (IIiX 2010), Pages: 105-114

Data Mining For Large Datasets: Intelligent Sampling and Filtering (***Distinguished Dissertation Award***)
Ashwin Satyanarayana
Phd Thesis, State University of New York, Albany

Intelligent Data Selection Using Sampling and Filtering
Ashwin Satyanarayana
The Twenty-First National Conference on Artificial Intelligence Doctoral Consortium (AAAI 2006).

A Dynamic Adaptive Sampling Algorithm (DASA) for Real World Applications: Finger Print Recognition and Face Recognition
Ashwin Satyanarayana and I. Davidson.
Fifteenth International Symposium On Methodologies for Intelligent Systems (ISMIS 2005).

A General Approach to Incorporate Data Quality Matrices into Data Mining Algorithms
I. Davidson, Ashwin Satyanarayana, A. Grover and G.K. Tayi.
Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2004)

Speeding up k-means Clustering by Bootstrap Averaging
I. Davidson and Ashwin Satyanarayana
IEEE International Conference on Data Mining (ICDM 03) Workshop on Clustering Large Data Sets (2003) .    

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