intelligent-optimization.org

LIONlab - intelligent-optimization.org for prescriptive analytics

Machine Learning and Intelligent Optimization. From big data to knowledge to actionable insight. Through Machine Learning and Intelligent Optimization. The LION (machine Learning and Intelligent OptimizationN) laboratory fosters research and development in intelligent optimization techniques for solving relevant problems arising in different application areas, including marketing automation and e-commerce, dynamic pricing and revenue management, cost management, big data, data science. Machine learning f...

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LIONlab - intelligent-optimization.org for prescriptive analytics | intelligent-optimization.org Reviews

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Machine Learning and Intelligent Optimization. From big data to knowledge to actionable insight. Through Machine Learning and Intelligent Optimization. The LION (machine Learning and Intelligent OptimizationN) laboratory fosters research and development in intelligent optimization techniques for solving relevant problems arising in different application areas, including marketing automation and e-commerce, dynamic pricing and revenue management, cost management, big data, data science. Machine learning f...

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LIONlab - intelligent-optimization.org for prescriptive analytics | intelligent-optimization.org Reviews

https://intelligent-optimization.org

Machine Learning and Intelligent Optimization. From big data to knowledge to actionable insight. Through Machine Learning and Intelligent Optimization. The LION (machine Learning and Intelligent OptimizationN) laboratory fosters research and development in intelligent optimization techniques for solving relevant problems arising in different application areas, including marketing automation and e-commerce, dynamic pricing and revenue management, cost management, big data, data science. Machine learning f...

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intelligent-optimization.org

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LIONcommunity - intelligent-optimization.org for prescriptive analytics

https://intelligent-optimization.org/LIONbook/lioncommunity.html

I permit LIONlab to use my email only for the newsletter. No spam, one-click self-service unsubscription). The LIONcommunity page contains mixed materials about machine learning and optimization (for prescriptive analytics. Made available by our lab and by a growing community of active researchers and users, in particular slides related to the LIONbook. Usage cases in selected application areas, tutorial movies, etc. Feel free to contact us. For short monthly updates about LIONcommunity activities. LIONo...

2

LIONblog - Learning and Intelligent Optimization

https://intelligent-optimization.org/lionblog.html

LIONway tutorial #2: Learning requires a method. Posted by Roberto Battiti. Jun 23, 2014. Machine learning paradigms are very similar to the basic principles of human learning. Real learning has to do with extracting compact representations from the raw data. Which condense the regularities of the task to be learnt into a compact model. The model works when it generalizes. Properly for cases not considered during training (but extracted from the same probability distribution). Posted by Mauro Brunato.

3

LIONlab - intelligent-optimization.org for prescriptive analytics

https://intelligent-optimization.org/index.html

Machine Learning and Intelligent Optimization. From big data to knowledge to actionable insight. Through Machine Learning and Intelligent Optimization. Cost management, social networks, clustering and pattern recognition in bio-informatics. We like the integration of different theoretical and practical tools in a creative environment that cuts across rigid borders between disciplines. This is the passion of LION activities. LION is building tools for the new prescriptive analytics. On the shoulders of Ga...

4

LIONbook - intelligent-optimization.org for prescriptive analytics

https://intelligent-optimization.org/LIONbook

The LION way, Version 2.0. Roberto Battiti and Mauro Brunato. This freshly printed book presents two topics which are in most cases separated: machine learning. The design of flexible models from data) and intelligent optimization. The automated creation and selection of improving solutions). More and more innovative people (. Can now master the source of power arising from LION techniques to solve problems, improve businesses, create new prescriptive analytics. Powerful tools are not only for. Smooth re...

5

LION (Learning and Intelligent OptimizatioN) Workshop

https://intelligent-optimization.org/LION5

Venue, Hotels and Social. Submission of final papers. Learning and Intelligent OptimizatioN. LION 5, Jan 17-21, 2011, Rome, Italy. Scope of the conference. This meeting, which continues the successful series of LION events (see LION 1. We are proud to announce the two best papers of this year's edition. Both prizes have been awarded during the Social Dinner on Thursday. Multivariate Statistical Tests for Comparing Classification Algorithms. By Olcay Yildiz, Ozlem Aslan and Ethem Alpaydin. Carlos Artemio ...

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lionoso.com

LIONoso - intelligent-optimization.org for prescriptive analytics

http://www.lionoso.com/index.html

Get LIONoso 2.1. The integrated tool for Machine Learning and Intelligent Optimization. LIONoso 2.1, developed by LIONlab, is a comprehensive Machine Learning and Intelligent Optimization. Tool for non-profit research and academic use. LIONoso is the ideal tool for the rapid development of prescriptive analytics. Some checks are omitted for complete freedom in training and experimentation, as appropriate in academic and research environments. For licensing components of LIONoso. Windows: [ 64 bit. The Li...

lionoso.org

LIONoso/learningfromdata - intelligent-optimization.org

http://lionoso.org/learningfromdata

LIONoso for "Learning from data". By Caltech professor Yaser Abu-Mostafa. LIONlab believes in top-quality education for everybody. An exciting initiative in this direction is the Learning From Data course. By Yaser S. Abu-Mostafa, Professor at the California Institute of Technology. Among LIONlab team there are people who were Yaser's students years ago. As a small concrete step to "give back to the community," a free LIONoso license. Interplay between machine learning and intelligent optimization. Or wh...

liontoolkit.com

LIONtoolkit - Let your data speak

http://www.liontoolkit.com/index.html

Let your data speak. Through the browser. From your data to improve products and processes. LIONtoolkit builds upon a variety of building blocks to orchestrate complete machine-learning systems. And self-tuning to push the limits of automated creativity. Machine learning and Big Data are useful but not sufficient. Optimization is useful but not sufficient. When the two are combined the real power of the LION approach. For students, data scientists and developers. Core powered by Python.

lionoso.org

LIONoso - intelligent-optimization.org for prescriptive analytics

http://www.lionoso.org/index.html

Get LIONoso 2.1. The integrated tool for Machine Learning and Intelligent Optimization. LIONoso 2.1, developed by LIONlab, is a comprehensive Machine Learning and Intelligent Optimization. Tool for non-profit research and academic use. LIONoso is the ideal tool for the rapid development of prescriptive analytics. Some checks are omitted for complete freedom in training and experimentation, as appropriate in academic and research environments. For licensing components of LIONoso. Windows: [ 64 bit. The Li...

ai.dinfo.unifi.it

Collaborations · AI@Unifi

http://ai.dinfo.unifi.it/collaborations.html

And Albert-Ludwigs-Universität Freiburg. Università di Trento. Università di Siena. And Universit&agrave Campus Biomedico. Università di Siena. MLOCRS (optical recognition of chemical structures). For all present and past collaborations see the following list of co-authors. Refine by co-author" ex:showMissing="false". Università di Firenze.

soffix.com

Links | Soffix di Marco Tomazzoni

http://www.soffix.com/node/3

Some interesting links recommended by Soffix:. LION laboratory: Machine Learning and Intelligent OptimizatioN. Open source ticket system. The creativity on line. Soffix di Marco Tomazzoni. Via Dante, 60. 38068 Rovereto (TN) Italy.

lion.dit.unitn.it

Roberto Battiti

http://lion.dit.unitn.it/~battiti

Full Professor of Computer Science. Università degli Studi di Trento. Director of the LION lab (machine Learning and Intelligent OptimizatioN). DISI - Università di Trento / via Sommarive 9 / I-38123 Trento / ITALY. Roberto.battiti ( AT) unitn.it. Complete List of publications with digital versions. I was born in Trento. A small Italian-German town with an intriguing history, barycenter of Europe in the Alps) and received the Laurea in Theoretical Physics. From the University of Trento. Trento is number ...

ai.dsi.unifi.it

Collaborations · AI@Unifi

http://ai.dsi.unifi.it/collaborations.html

And Albert-Ludwigs-Universität Freiburg. Università di Trento. Università di Siena. And Universit&agrave Campus Biomedico. Università di Siena. MLOCRS (optical recognition of chemical structures). For all present and past collaborations see the following list of co-authors. Refine by co-author" ex:showMissing="false". Università di Firenze.

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LIONlab - intelligent-optimization.org for prescriptive analytics

Machine Learning and Intelligent Optimization. From big data to knowledge to actionable insight. Through Machine Learning and Intelligent Optimization. The LION (machine Learning and Intelligent OptimizationN) laboratory fosters research and development in intelligent optimization techniques for solving relevant problems arising in different application areas, including marketing automation and e-commerce, dynamic pricing and revenue management, cost management, big data, data science. Machine learning f...

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