Saima Aman

Publication Activity (10 Years)

Years Active: 2007-2016
Publications (10 Years): 1

Top Topics

Partial Observations

Prediction Model

Big Data Analytics

Health Informatics

Top Venues

AAAI Workshop: AI for Smart Grids and Smart Buildings

Publications

Saima Aman, Charalampos Chelmis, Viktor K. Prasanna
Learning to REDUCE: A Reduced Electricity Consumption Prediction Ensemble. AAAI Workshop: AI for Smart Grids and Smart Buildings (2016)
Saima Aman, Charalampos Chelmis, Viktor K. Prasanna
Influence-Driven Model for Time Series Prediction from Partial Observations. AAAI (2015)
Saima Aman, Yogesh L. Simmhan, Viktor K. Prasanna
Holistic Measures for Evaluating Prediction Models in Smart Grids. IEEE Trans. Knowl. Data Eng. 27 (2) (2015)
Ranjan Pal, Charalampos Chelmis, Chandra Tadepalli, Marc Frîncu, Saima Aman, Viktor K. Prasanna
Challenge: On Online Time Series Clustering for Demand Response: Optic - A Theory to Break the 'Curse of Dimensionality'. e-Energy (2015)
Saima Aman, Marc Frîncu, Charalampos Chelmis, Muhammad Usman Noor, Yogesh Simmhan, Viktor K. Prasanna
Prediction models for dynamic demand response: Requirements, challenges, and insights. SmartGridComm (2015)
Marc Frîncu, Charalampos Chelmis, Muhammad Rizwan Saeed, Viktor K. Prasanna, Saima Aman, Vasileios Zois, Carol Fern, Aras Akbari
Enabling Automated Dynamic Demand Response: From Theory to Practice. e-Energy (2015)
Charalampos Chelmis, Saima Aman, Muhammad Rizwan Saeed, Marc Frîncu, Viktor K. Prasanna
Estimating Reduced Consumption for Dynamic Demand Response. AAAI Workshop: Computational Sustainability (2015)
Saima Aman, Charalampos Chelmis, Viktor K. Prasanna
Addressing data veracity in big data applications. IEEE BigData (2014)
Saima Aman, Yogesh Simmhan, Viktor K. Prasanna
Holistic Measures for Evaluating Prediction Models in Smart Grids. CoRR (2014)
Yogesh Simmhan, Saima Aman, Alok Gautam Kumbhare, Rongyang Liu, Sam Stevens, Qunzhi Zhou, Viktor K. Prasanna
Cloud-Based Software Platform for Big Data Analytics in Smart Grids. Comput. Sci. Eng. 15 (4) (2013)
Saima Aman, Yogesh Simmhan, Viktor K. Prasanna
Energy management systems: state of the art and emerging trends. IEEE Commun. Mag. 51 (1) (2013)
Saima Aman, Yogesh Simmhan, Viktor K. Prasanna
Improving Energy Use Forecast for Campus Micro-grids Using Indirect Indicators. ICDM Workshops (2011)
Yogesh L. Simmhan, Viktor K. Prasanna, Saima Aman, Sreedhar Natarajan, Wei Yin, Qunzhi Zhou
Toward data-driven demand-response optimization in a campus microgrid. BuildSys@SenSys (2011)
Saima Aman, Stan Szpakowicz
Using Roget's Thesaurus for Fine-grained Emotion Recognition. IJCNLP (2008)
Saima Aman, Stan Szpakowicz
Identifying Expressions of Emotion in Text. TSD (2007)