Saima Aman

According to our database, Saima Aman authored at least 14 papers between 2007 and 2016.

Collaborative distances:

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

2016

Learning to REDUCE: A Reduced Electricity Consumption Prediction Ensemble.

Saima Aman, Charalampos Chelmis, Viktor K. Prasanna

Proceedings of the AI for Smart Grids and Smart Buildings, 2016

2015

Holistic Measures for Evaluating Prediction Models in Smart Grids.

Saima Aman, Yogesh L. Simmhan, Viktor K. Prasanna

IEEE Trans. Knowl. Data Eng., 2015

Prediction models for dynamic demand response: Requirements, challenges, and insights.

Saima Aman, Marc Frîncu, Charalampos Chelmis, Muhammad Usman Noor, Yogesh Simmhan, Viktor K. Prasanna

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Challenge: On Online Time Series Clustering for Demand Response: Optic - A Theory to Break the 'Curse of Dimensionality'.

Ranjan Pal, Charalampos Chelmis, Chandra Tadepalli, Marc Frîncu, Saima Aman, Viktor K. Prasanna

Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

Enabling Automated Dynamic Demand Response: From Theory to Practice.

Marc Frîncu, Charalampos Chelmis, Muhammad Rizwan Saeed, Viktor K. Prasanna, Saima Aman, Vasileios Zois, Carol Fern, Aras Akbari

Proceedings of the 2015 ACM Sixth International Conference on Future Energy Systems, 2015

Estimating Reduced Consumption for Dynamic Demand Response.

Charalampos Chelmis, Saima Aman, Muhammad Rizwan Saeed, Marc Frîncu, Viktor K. Prasanna

Proceedings of the Computational Sustainability, 2015

Influence-Driven Model for Time Series Prediction from Partial Observations.

Saima Aman, Charalampos Chelmis, Viktor K. Prasanna

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Addressing data veracity in big data applications.

Saima Aman, Charalampos Chelmis, Viktor K. Prasanna

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

Cloud-Based Software Platform for Big Data Analytics in Smart Grids.

Yogesh Simmhan, Saima Aman, Alok Gautam Kumbhare, Rongyang Liu, Sam Stevens, Qunzhi Zhou, Viktor K. Prasanna

Comput. Sci. Eng., 2013

Energy management systems: state of the art and emerging trends.

Saima Aman, Yogesh Simmhan, Viktor K. Prasanna

IEEE Commun. Mag., 2013

2011

Toward data-driven demand-response optimization in a campus microgrid.

Yogesh L. Simmhan, Viktor K. Prasanna, Saima Aman, Sreedhar Natarajan, Wei Yin, Qunzhi Zhou

Proceedings of the BuildSys 2011, 2011

Improving Energy Use Forecast for Campus Micro-grids Using Indirect Indicators.

Saima Aman, Yogesh Simmhan, Viktor K. Prasanna

Proceedings of the Data Mining Workshops (ICDMW), 2011

2008

Using Roget's Thesaurus for Fine-grained Emotion Recognition.

Saima Aman, Stan Szpakowicz

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

2007

Identifying Expressions of Emotion in Text.

Saima Aman, Stan Szpakowicz

Proceedings of the Text, Speech and Dialogue, 10th International Conference, 2007