Papers/Articles:
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Amrudin Agovic. Phd Thesis: Predictive Modeling using Dimensionality Reduction and Dependency Structures. July 2011.
[pdf]
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Amrudin Agovic, Arindam Banerjee, Snigdhansu Chatterjee. Probabilistic Matrix Addition. ICML 2011.
[pdf]
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Amrudin Agovic, Hanhuai Shan, Arindam Banerjee. Analyzing Aviation Safety Reports: From Topic Modeling to Scalable Multi-Label Classification. CIDU 2010.
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Amrudin Agovic, Arindam Banerjee. Gaussian Process Topic Models. UAI 2010.
[pdf]
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Amrudin Agovic, Maria Gini, Arindam Banerjee. Semi-supervised learning of user-preferred travel schedules. AAAI 2009.
[pdf]
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Amrudin Agovic, Arindam Banerjee, Auroop R. Ganguly, Vladimir Protopopescu. Anomaly detection using manifold embedding and
its applications in transportation corridors. Intelligent Data Analysis. 2009. 13(3): 435-455.
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Amrudin Agovic, Arindam Banerjee, Auroop R. Ganguly, Vladimir Protopopescu. Anomaly Detection in Transportation Corridors
using Manifold Embedding. 1st International Workshop on Knowledge Discovery from Sensor Data (Sensor-KDD) (2007).
[pdf]
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Wolfgang Ketter, Eric Sodomka, Amrudin Agovic, John Collins, Maria L. Gini: Strategic Sales Management in an Autonomous
Trading Agent for TAC SCM. AAAI 2006.
[pdf]
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J. Collins, A. Agovic, S. Damer, and M. Gini. "Component-based design for a trading agent." In Proc. of the Third Int'l
Conf. on Autonomous Agents and Multi-Agent Systems, page submitted, New York, July 2004. [pdf]
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W. Ketter, E. Kryzhnyaya, S. Damer, C. McMillen, A. Agovic, J. Collins, and M. Gini. "MinneTAC sales strategies for supply chain
TAC." In Proc. of the Third Int'l Conf. on Autonomous Agents and Multi-Agent Systems, page submitted, New York, July 2004.
[pdf]
Technical Reports:
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A. Agovic, A. Banerjee. "A Unified View of Graph-based Semi-Supervised Learning: Label Propagation, Graph-Cuts, and
Embeddings". Technical Report 09-012. University of Minnesota 2009.[pdf]
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J. Collins, W. Ketter, M. Gini, A. Agovic. "Software architecture of the MinneTAC supply-chain trading agent". Technical
Report 08-031. University of Minnesota 2008.[pdf]
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J. Collins, A. Agovic, S. Damer, M. Gini. "Component-based design for a trading agent". Technical Report 04-017.
University of Minnesota 2004.[pdf]
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W. Ketter, E. Kryzhnyaya, S. Damer, C. Mcmillen, A. Agovic, J.Collins, M. Gini. "Design and Analysis of the MinneTAC-03
Supply-Chain Trading Agent." Technical Report 04-016. University of Minnesota 2004. [pdf]
Undergraduate Honors Thesis:
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Amrudin Agovic."An Information Theoretic Approach to Predictability Analysis within Dynamic Systems Involving
Intelligent Agents". May 2004.
Class Projects:
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Intelligent Robotics: Amrudin Agovic, Xun Zhou, Thor A. Tangen, Anish Mohan. "Autonomous Parallel Parking". December
2004. [pdf].
Click here to see a video of our parking robot. (AVI
format)
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