HubHip: Computers: Artificial Intelligence: Machine Learning (238)

Machine Learning

k-means clustering tutorial (Site) - Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.
Computational Learning Theory (Site) - A research field devoted to studying the design and analysis of algorithms for making predictions about the future based on past experiences. The emphasis in COLT is on rigorous mathematical analysis. COLT is largely concerned with computational and data efficiency.
Andrew Schein's Web Page (Site) - Machine learning approaches to data mining focussing on text mining applications
Gowachin (Site) - A competition on Grammatical Inference.
Machine learning for user modeling (Site) - Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.
Reasoning about Computational Resource Allocation (Site) - An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.
David W. Aha: Machine Learning Page (Site) - A machine learning resources from Applications to Tutorials.
Machine Learning in Games (Site) - How computers can learn to get better at playing games. This site is for artificial intelligence researchers and intrepid game programmers. I describe game programs and their workings; they rely on heuristic search algorithms, neural networks, genetic algorithms, temporal differences, and other methods.
Kernel machines (Site) - A central information source for the area of Support Vector Machines, Gaussian Process prediction, Mathematical Programming with Kernels, Regularization Networks, Reproducing Kernel Hilbert Spaces, and related methods. Provides links to papers, upcoming events, datasets, code.
ILPnet2 (Site) - Network of Excellence in Inductive Logic Programming.
Proto-Mind Machines (Site) - Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
Grammatical Inference (Site) - Repository of information on grammatical inference, automata induction, and language acquisition.
Integrated Optimization - Artificial Intelligence (Site) - Site dedicated to research of artificial intelligence algorithms applied to information retrieval, data mining and optimization methods. Includes FAQs and AI resources for math/science teachers and students.
Pattern Recognition Information (Site) - A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and news.
Reinforcement Learning Repository (Site) - A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.
Pattern Recognition on The Web (Site) - Links to various pattern recognition and machine learning resources
Programming by Example (Site) - Programming by example (or by demonstration) is a technique for teaching the computer new behavior by demonstrating actions on concrete examples. The system records user actions and generalizes a program that can be used in new examples.

k-means clustering tutorial (Site) - Introduction to k-means clustering, a popular data mining and unsupervised learning algorithm. Free code, software, resources and examples are available for download.
Computational Learning Theory (Site) - A research field devoted to studying the design and analysis of algorithms for making predictions about the future based on past experiences. The emphasis in COLT is on rigorous mathematical analysis. COLT is largely concerned with computational and data efficiency.
Andrew Schein's Web Page (Site) - Machine learning approaches to data mining focussing on text mining applications
Gowachin (Site) - A competition on Grammatical Inference.
Machine learning for user modeling (Site) - Resources for researchers and practitioners interested in the use of learning techniques in intelligent, user-adaptive systems.
Reasoning about Computational Resource Allocation (Site) - An introduction to "anytime" algorithms. Published in Crossroads, the student magazine of the ACM.
David W. Aha: Machine Learning Page (Site) - A machine learning resources from Applications to Tutorials.
Machine Learning in Games (Site) - How computers can learn to get better at playing games. This site is for artificial intelligence researchers and intrepid game programmers. I describe game programs and their workings; they rely on heuristic search algorithms, neural networks, genetic algorithms, temporal differences, and other methods.
Kernel machines (Site) - A central information source for the area of Support Vector Machines, Gaussian Process prediction, Mathematical Programming with Kernels, Regularization Networks, Reproducing Kernel Hilbert Spaces, and related methods. Provides links to papers, upcoming events, datasets, code.
ILPnet2 (Site) - Network of Excellence in Inductive Logic Programming.
Proto-Mind Machines (Site) - Artificial Neural Network-based natural language conversational agent and intelligent dialogue generator
Grammatical Inference (Site) - Repository of information on grammatical inference, automata induction, and language acquisition.
Integrated Optimization - Artificial Intelligence (Site) - Site dedicated to research of artificial intelligence algorithms applied to information retrieval, data mining and optimization methods. Includes FAQs and AI resources for math/science teachers and students.
Pattern Recognition Information (Site) - A hub for Pattern Recognition linking to journals, books, bibliographies, jobs, conferences and news.
Reinforcement Learning Repository (Site) - A centralized resource for researchers of reinforcement learning. Maintained at University of Massachusetts, Amherst.
Pattern Recognition on The Web (Site) - Links to various pattern recognition and machine learning resources
Programming by Example (Site) - Programming by example (or by demonstration) is a technique for teaching the computer new behavior by demonstrating actions on concrete examples. The system records user actions and generalizes a program that can be used in new examples.
Math Homwork Help Links (Post) - Machine_learning Diffusion Curve_fitting Adolphe_Quetelet Heuristics Paul_ErdÅ%91s Mathematical_problem Population Taylor_series Daniel_Bernoulli Digital_object_identifier Diophantine_equation Vedic_civilization Hamiltons_equations ...
Mini Searches with Answers (Post) - Tags: Ai, Apache, Bayes, Bayesian, Benchmark, Businessidea, Chess, Clustering, Database, Datamining, Excel, Filter, Games, Gui, Machine_Learning, Mysql, Opensource, Optimization, Performance, Python, Science, Sql, Statistics, ...
videolectures.net YouTube (Post) - 機械学習に興味がある人に、最近オープンした videolectures.net というサイトがおすすめです。Michael I. Jordan, Christopher Bishop, Tom Mitchell, Noam Chomsky(?!) などの、質の高いトークが聴けるので、最近よく聞き流しています。 ...
Some important Industry references for consulting (Post) - http://www.the-dma.org/councils/ Statistical Computing: Combined set of resources and some basics http://www.ats.ucla.edu/stat/ Machine Learning: Comprehensive basics: http://en.wikipedia.org/wiki/Machine_learning.
Some papers (Post) - http://www.york.ac.uk/depts/maths/histstat/essay.pdf; List of publications in computer science - Machine Learning http://en.wikipedia.org/wiki/List_of_important_publications_in_computer_science#Machine_learning.
machine learning (Post) - machine learning.
Quick Searches and Answers (Post) - Tags: Apache, Api, Bookmarklets, Calendar, Captcha, Extension, Firefox, Google, Googlecalendar, Graphics, Internet, Machine_Learning, Mod_Rewrite, Pso, Publish, Python, Sms, Spam, Toread, Tutorial, Url, Usability, Web. ...
Daily Links (Post) - (tags: python programming datamining statistics data_mining machine_learning ai). Groundswell (Incorporating Charlene Li’s Blog): Facebook Flyer test results. Facebook Flyer delivered a 2.6% return rate on a 2500 impressions for $5. ...
links for 20070313 (Post) - A novice’s guide to machine learning. I guess Google Artificial Intelligence is a bit off. (tags: google ai machine_learning). 9-1/2 weeks: Leaving Microsoft not as sexy or tormenting. Filling Scoble’s boots is harder than you think. ...
Sprint ringtones upload (Post) - Sprint ringtones upload I was browsing wikipedia the other day, and really thought to myself, geez, you know what would be kind of cool.. if I could make something exciting and have it be entered on the site. That would just be amazing. ...
reinforcement learning (Post) - http://videolectures.net/Top/Computer_Science/Machine_Learning/Reinforcement_Learning/
free download nokia ringtones free cell phone ringtones b...b (Post) - free download nokia ringtones | free cell phone ringtones downloads | download free ringtone to cellular phone | ringtone mp3 downloads I was browsing wikipedia the other day, and really thought to myself, geez, you know what would be ...
Mini Searches with Answers (Post) - I’ll try this soon. .. suggests the keyboard and mouse could be plugging into the wrong on your computer ie switched. Tags: Ai, Apt-Get, Backup, Datamining, Dpkg, Machine_Learning, Mouse, Mysql, Package, Python, Pyton, Snippets, ...
Machine Learning Links (Post) - 1. Machine Learning Lunch seminar at Carnegie Mellon http://www.cs.cmu.edu/~learning/ 2. Video Lectures http://videolectures.net/Top/Computer_Science/Machine_Learning/
links for 20070628 (Post) - (tags: software/social machine_learning research datamining) …My heart’s in Accra » Draft paper on mobile phones and activism. (tags: activism media blogging tbr). Dreaming in Code. Jonathan Harris. (tags: art technology internet) ...
DM (Post) - http://research.yahoo.com/research_area/home 下面两个相关的子目录,search,现在的web search跟DM可是息息相关了呵呵 http://research.yahoo.com/research_area/Search 机器学习 http://research.yahoo.com/research_area/Machine_Learning ...
links for 20070715 (Post) - (tags: research google machine_learning ec2 amazon aws scalability collaborative_filtering academia). A Map for Saturday. (tags: travel video documentaries). Flying Meat: FlyGesture. (tags: osx software productivity utilities)
Present your internal costs to go with company locations and b...b (Post) - This way, the fastest record credits so easily pick up on the event, with some more professional manner.Two DecisionsTo Machine learning start your audience wants to southwestern pottery as a pawn. Not only sound editin...
Pages tagged Penny stocks recommendations with quotrecommendations b...b (Post) - the rewarded recommendations that machine_learning the films from debra47 to the article of aggregator list the tools of the resources of reference of rendering recommendationsSource: of the .icio.usBanns of ITU: Normalization (ITU-T), ...
Open Source licensed scientific software (Post) - One field of scientific research where we can see some improvement is machine learning - http://en.wikipedia.org/wiki/Machine_learning which is a broad subfield of artificial intelligence and concerned with the design and development of ...
Apprentissage (Post) - Machine Learning: WIKIPEDIA EN, http://en.wikipedia.org/wiki/Machine_learning. Multi task learning: WIKIPEDIA EN, http://en.wikipedia.org/wiki/Learning_to_learn.
Mini Searches with Answers (Post) - This may be the way to go if you want to get a collaberative filter algorithm up and running quickly. I haven’t tried it yet though. Tags: Browser, Datamining, Excel, Linux, Machine_Learning, Mailto, Ndiswrapper, Netflixprize, Open, ...
machin learning (Post) - http://en.wikipedia.org/wiki/Machine_learning http://www.machinelearning.net/ مقدمه ای برmachinelearning http://robotics.stanford.edu/people/nilsson/MLDraftBook/MLBOOK.pdf Machine Learning Journal ...
The Echo Nest Launches Music Recommendation API With Special Offer to Small Music Websites (News) - The Echo Nest, a music intelligence company providing enhanced music search, recommendation and interactivity technology to online music companies, launched its second hosted application, "Recommend," today.
Machine Learning (Post) - Linear Regression（線形回帰）のことについて前回書いたが、課題の問題を解くためのプログラムを書いていて、少しつまづいてしまった。そしてそもそも線形って何だという基本中の基本中の疑問がわいて来てしまった。日本語で「線形とは」と検索すると ...
learning (Post) - 不查不知道，原来这个领域已经发展得很丰富了，从理论到方法，再到程序和应用，都有值得称道的地方。作为参考请参见"http://en.wikipedia.org/wiki/Machine_learning"，"http://www.cis.hut.fi/harri/thesis/valpola_thesis/valpola_thesis.html"。 ...
links for 20070306 (Post) - (tags: virtualreality PTSD). ECS - New research could lower language barriers across Europe. (tags: machine_learning). Virtual reality helps with real research - News. (tags: virtualreality). pasta and vinegar » Mistakes in foresight ...
Pattern Recognition and Machine Learning NEW FAST SHIP (Auction) - Only $66.88
Useful link for different research community (Post) - http://www.sciencemag.org/feature/data/compsci/machine_learning.shtml. 3. Face Recognition. http://www.face-rec.org/. 4. People tracking. Nils T Siebel. IBM Research : People Vision. Looking at People, an overview of research papers ...
Useful link for different research community (Post) - 1. Manifold learning. http://www.cse.msu.edu/~lawhiu/manifold/. 2. Science Magzine. http://www.sciencemag.org/feature/data/compsci/machine_learning.shtml.
ISPCON Spring 2008 Exhibitor Profiles (News) - ISPCON Spring 2008 takes place May 13-15, 2008 in Chicago. Listed below are the ISPCON Spring 2008 exhibitor profiles.
Machine Learning of Inductive Bias by Paul E. Utgoff... (Auction) - Only $4.03
ECMLPKDD 2007 Warsaw, Poland (Site) - ECML/PKDD 2007 - Warsaw. The 18th European Conference on Machine Learning and the 11th European Conference on Principles and Practice of Knowledge Discovery in ...
ISPCON Spring 2008 Exhibitor Profiles (News) - CHICAGO, BUSINESS WIRE -- ISPCON Spring 2008 takes place May 13-15, 2008 in Chicago. Listed below are the ISPCON Spring 2008 exhibitor profiles.
ISPCON Spring 2008 Exhibitor Profiles 4 (News) - 09/05/2008 16:43:00 Business Wire part of their business. Founded in 1998, Outblaze is privately held with offices in the US, the UK and Hong Kong. Company: Proofpoint, Inc.
aprendizagem (Site) - Yahoo! reviewed these sites and found them related to Artificial Intelligence > Machine Learning ... Intelligent Software Agents. SITE LISTINGSBy Popularity. 1 - 1919 ...
drew bagnell (Site) -
Journal of Machine Learning Gossip (Site) - It is designed to be open and accessible for all researchers, but with ... How to read a reference letter. How to create and exploit obligations. Big Shot Calculator ...
MLnet Online Information Service MLnet OiS (Site) - Dedicated to the field of machine learning, knowledge discovery, case-based reasoning, knowledge acquisition, and data mining.
The Echo Nest Launches Music Recommendation API with Special Offer to Small Music Websites (News) - Music Recommendation API to help music websites offer uses a more personalized experience.
Machine Learning Department Carnegie Mellon University (Site) - The work focuses on social networks, and specifically on measuring the proximity ... A Celebration of Teaching recognizes the accomplishments of faculty who ...
Email Security Services meet all needs of SMBs. (News) - Proofpoint on Demand(TM)-Standard Edition provides 99% effective spam blocking, 100% virus protection, and content filtering capabilities, while Proofpoint on Demand-Enterprise adds customization and data loss prevention features. Hosted in multi-tenant environment, both solutions deliver 5-nines availability and no-delay email delivery to ensure uninterrupted email security without additional ...
Ross Quinlans personal homepage (Site) - The home page of R. Quinlan with FTP links to FOIL (inductive logic programming) ... You may also be interested in my company page. ...
Linkapalooza April 2008 (Post) - http://research.yahoo.com/Machine_Learning; Computational Advertising http://research.yahoo.com/Computational_Advertising; Search Technologies http://research.yahoo.com/Search_Technologies; Log file parsing Engine - Pig is an Apache ...
Machine Learning Project (Site) - An exciting and potentially far-reaching development in computer science is the ... This crystallised information can then be used to automatically make predictions ...
Genetic Programming is a powerful regression and classification tool ... (Site) -
NEW Pattern Recognition and Machine Learning ... (Auction) - Only $67.46
Pattern Recognition and Machine Learning NEW FAST SHIP (Auction) - Only $66.88
Machine Learning by J. G. Carbonell, Tom M. Mitchell... (Auction) - Only $4.25
The Text Mining Handbook Advanced Approaches in Analyzing Unstructured Data (Books) - Only
Foundations of Statistical Natural Language Processing (Books) - Only
Machine Learning by Tom M. Mitchell 1997 (Auction) - Only $39.99
Artificial Intelligence A Modern Approach 2nd Edition Prentice Hall Series in Artificial Intelligence (Books) - Only
Programming Collective Intelligence Building Smart Web 2.0 Applications (Books) - Only
Pattern Classification 2nd Edition (Books) - Only
Pattern Recognition and Machine Learning Information Science and Statistics (Books) - Only
The Elements of Statistical Learning (Books) - Only
Data Mining Practical Machine Learning Tools and Techniques, Second Edition Morgan Kaufmann Series in Data Management Systems (Books) - Only
Introduction to Machine Learning Adaptive Computation and Machine Learning (Books) - Only
Machine Learning McgrawHill International Edit (Books) - Only
in the fields of image retrieval, multimedia, computer vision and image processing. Machine Learning And Statistical Modeling Approaches To Image Retrieval by Yixin Chen, Jia Li, and James Z. Wang (Image) - MachineLearningWang_tn.gif
Machine Learning Machine learning could be inspiring in the context of ubicomp systems. For example in improving context detection. However one current challenge is unsupervised learning , that is when the (Image) - machine_learning.png
machine-learning_5761_125.jpg (Image) - machine-learning_5761_125.jpg
Wiki MachineLearning (Wiki) - This article or section includes a list of references or external links, but its sources remain unclear because it lacks in-text citations. You can improve this article by introducing more precise citations. For the journal, see Machine Learning (journal). Artificial intelligence Portal
As a broad subfield of artificial intelligence, machine learning is concerned with the design and development of algorithms and techniques that allow computers to "learn". At a general level, there are two types of learning: inductive, and deductive. Inductive machine learning methods extract rules and patterns out of massive data sets.

The major focus of machine learning research is to extract information from data automatically, by computational and statistical methods. Hence, machine learning is closely related not only to data mining and statistics, but also theoretical computer science.
VIEW DESCRIPTION (Image) - principles-of-data-mining-adaptive-computation-and-machine-learning-_5951_125.jpg
MACHINE-LEARNING_09.jpg (Image) - MACHINE-LEARNING_09.jpg
enlarge photograph 765 kb Photo Description Students in Prof. Lynne Parker s Projects in Machine Learning Class conduct a poster session to discuss some of their project results (Image) - machine_learning_01c.jpg
Research Group 2 Machine Learning Research Group 2 Machine Learning The Machine Learning Group is headed by Prof. Dr. (Image) - machinelearning.jpg
stato utilizzato un modello di apprendimento con SupervisioneSupervised Learning infatti possibile distinguere allinterno del Dataset un insieme di dati di input e uno di output. Questo schema generale mostra come un generatore di dati produca i dati in ingresso il supervisore associa ad ogni input il corrispondente output. Lalgoritmo di apprendimento fornisce la (Image) - o_MachineLearning.gif
Machine Learning Group.jpg (Image) - Machine Learning Group.jpg
15781 Machine Learning (Image) - machine_learning.png
20070823 (Post) - 学術系の講義ビデオを共有するサイト「videolectures.net」. http://videolectures.net/. ■ 機械学習のジャンルだけで300以上. http://videolectures.net/Top/Computer_Science/Machine_Learning/ ...
另外，不知道Learning Machine和Machine Learning是不是差不多。wikipedia关于Machine Learning的介绍：http://en.wikipedia.org/wiki/Machine_learning，里面相关的东西还是很多的。最后提一下的是，Li Hang一直提到的是，这些是计算机应用的东西。 ... (Post) - 另外，不知道Learning Machine和Machine Learning是不是差不多。wikipedia关于Machine Learning的介绍：http://en.wikipedia.org/wiki/Machine_learning，里面相关的东西还是很多的。最后提一下的是，Li Hang一直提到的是，这些是计算机应用的东西。 ...