Laboratory for Interactive Optimization and Learning. Fusing Machine Learning and Analytics with Optimization. New wearables and low-cost sensors allow for the collection of a plethora of health data. This data can be leveraged in medical diagnostics and health monitoring allowing for early detection of changes in health condition. The Laboratory for Interactive Optimization and Learning. Key application areas include:. Follow us on twitter:.
http://iol.gatech.edu/
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IOL - home | iol.gatech.edu Reviews
https://iol.gatech.edu
Laboratory for Interactive Optimization and Learning. Fusing Machine Learning and Analytics with Optimization. New wearables and low-cost sensors allow for the collection of a plethora of health data. This data can be leveraged in medical diagnostics and health monitoring allowing for early detection of changes in health condition. The Laboratory for Interactive Optimization and Learning. Key application areas include:. Follow us on twitter:.
iol.gatech.edu
IOL - Big Data Analytics
http://www.iol.gatech.edu/dataanalytics.html
Laboratory for Interactive Optimization and Learning. Data, Predictions, and Machine Learning. Big Data Analytics is concerned with generating insights from large amounts of operational data, often hundreds of gigabyte in size, which then form the data for decision-making processes. Only very recently, Big Data Analytics became a reality with the abundance of low-cost high-performance sensors and new computing paradigms such as e.g., GPU computing. Big Data Analytics and Deep Learning. Predictive Mainten...
IOL - home
http://www.iol.gatech.edu/index.html
Laboratory for Interactive Optimization and Learning. Fusing Machine Learning and Analytics with Optimization. New wearables and low-cost sensors allow for the collection of a plethora of health data. This data can be leveraged in medical diagnostics and health monitoring allowing for early detection of changes in health condition. The Laboratory for Interactive Optimization and Learning. Key application areas include:. Follow us on twitter:.
IOL - Cyber-Physical Systems
http://www.iol.gatech.edu/cps.html
Laboratory for Interactive Optimization and Learning. Atoms and Bits - - Merging the physical with the digital. The next revolution will be the seamless integration of machines and the digital world: the creation of fully-integrated, high-performance cyber-physical systems. This fusion will heavily rely on inference from observational data and automated decision making based on derived information and intelligence. Cyber-Physical Systems: Fusion of. Sensors, Computers, and Machines. The Laboratory for In...
IOL - About
http://www.iol.gatech.edu/about.html
Laboratory for Interactive Optimization and Learning. Information, Learning, and Decision-Making. The next revolution will be the seamless integration of machines and the digital world: the creation of fully-integrated, high-performance cyber-physical systems and other entities. This fusion will heavily rely on inference from observational data and automated decision making based on derived information and intelligence: the combination of optimization and machine learning. The Analytics Feedback Loop:.
IOL - Projects
http://www.iol.gatech.edu/projects.html
Laboratory for Interactive Optimization and Learning. Current projects and initiatives. Predicting obstructed labor in low-resource settings. Supply Chain Management and Logistics. Pre-packaging of fast-moving inventory. Center for Next Generation Logistics (C4NGL). Physical Flow and other Industrial Challenges. Almost Symmetric Integer Programming. Follow us on twitter:.
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Projects
http://www.pokutta.com/Homepage/Projects.html
Non-invasive Pregnancy Diagnostics for Predicting Obstructed Labor. SDP Extended Formulations ( NSF-funded - CMMI-1452463. Physical Flow and other Industrial Challenges ( NSF-funded - CCF-1415496. Almost Symmetric Integer Programming ( NSF-funded - CMMI-1333789. Limits of Linear Programming ( NSF-funded - CMMI-1300144. Center on Next Generation Logistics. Non-invasive Pregnancy Diagnostics for Predicting Obstructed Labor. SDP Extended Formulations (. Physical Flow and other Industrial Challenges (.
Publications
http://www.pokutta.com/Homepage/Publications.html
In preparation / articles pending review. M Bodur, A. Del Pia, S.S. Dey, M. Molinaro, S. Pokutta,. Aggregation-based cutting-planes for packing and covering integer programs. P Le Bodic, J.W. Pavelka, M.E. Pfetsch, S. Pokutta,. Solving MIPs via Scaling-based Augmentation. B Knueven, J. Ostrowski, S.Pokutta,. Detecting Almost Symmetries in Graphs,. G Braun, S. Pokutta. An information diffusion Fano inequality,. R Song, Y. Xie, S. Pokutta,. Sequential information guided sensing. G Braun, S. Pokutta. Strong...
Bio
http://www.pokutta.com/Homepage/Bio.html
David M. McKenney Family Early Career Professor. University of Duisburg-Essen, Germany, 2003. University of Duisburg-Essen, Germany, 2005. Massachusetts Institute of Technology, 2006. David M. McKenney Family Early Career Professor appointment, 2016. In the H. Milton School of Industrial and Systems Engineering at Georgia Tech. CAREER Award, National Science Foundation, 2015. EGRIE Annual Meeting Best paper award, 2014. Together with N. Gatzert and N. Vogl. Coca Cola Early Career Professorship, 2014.
People
http://www.pokutta.com/Homepage/People.html
Sebastian Pokutta is the David M. McKenney Family Early Career. Associate Professor in the School of Industrial and Systems Engineering. He received both his Master's degree and his Ph.D. in Mathematics from the University of Duisburg-Essen in Germany. Gábor Braun is a postdoc in Georgia Tech working on lower bounds of complexity of combinatorial problems under various programming paradigms like LPs and SDPs. He have received his Master's degree in Mathematics at Eötvös Loránd University. Program at Geor...
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IOL - home
Laboratory for Interactive Optimization and Learning. Fusing Machine Learning and Analytics with Optimization. New wearables and low-cost sensors allow for the collection of a plethora of health data. This data can be leveraged in medical diagnostics and health monitoring allowing for early detection of changes in health condition. The Laboratory for Interactive Optimization and Learning. Key application areas include:. Follow us on twitter:.
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Depoimentos de nossos alunos. O curso é excelente e, se seguido com empenho e dedicação, produz resultados fantásticos. Surpreendentemente percebi uma evolução muito grande da minha compreensão da língua falada também, mesmo que isso não estivesse nos meus planos iniciais. Comecei assistindo filmes com legendas em inglês e já consegui assistir alguns sem qualquer legenda. Meus sinceros agradecimentos a toda a equipe do curso. Deusa Luzia de Freitas Lima. Waldemir Gonçalves Nascimento, Ananindeua, Pará.
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