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The RCSB Protein Data Bank (PDB)
RCSB Protein Data Bank
http://www.rcsb.org/pdb/
Archive of experimentally-determined, biological macromolecule 3-D structures from the Brookhaven Na tional Laboratory.
The PDB archive contains information about experimentally-determined structures of proteins, nuc leic acids, and complex assemblies. As a member of the wwPDB, the RCSB PDB curates and annotates PDB data according to agreed upon standards. The RCSB PDB also provides a variety of tools and resources. Users can perform simple and advanced searches based on annotations relating to seque nce, structure and function. These molecules are visualized, downloaded, and analyzed by users w ho range from students to specialized scientists.
structural, genomics, search, center, structure, widgets, setwidgetviewdestroy, function, homepage, consortium, proteomics, setwidgetview, structures, chemical, homepageright, protein, listmain, featu res, latest, external, molecule, deposition, download, sequence, entries, microscopy, restoreorder, services, display, initiative, electron, results, session, research, release, website, pagetracker, cursor, sortable, previous, widget, placeholder, boxheader, handle, forceplaceholdersize, advanced, update, getorder, reload, featured, proteins
rcsb.org - rank der domain 164379 (65052 in US)
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Dataset generator
www.datgen.com
http://www.datgen.com/
Datgen, formerly SCDS, is a computer program that generates data to systematically test programs tha t consume data. These synthetic datasets can be used to validate learning algorithms.
needed, browser, datgen, frames, capable
(SLD : datgen.com)
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DELVE - Data for Evaluating Learning in Valid Experiments
DELVE - Data for Evaluating Learning in Valid Experiments
http://www.cs.utoronto.ca/~delve/
Data for Evaluating Learning Valid Experiments: A standardized environment designed to evaluate the performance of methods that learn relationships based primarily on empirical data. Delve makes it po ssible for users to compare their learning methods with other methods on many datasets.
methods, software, datasets, learning, archive, environment, before, utoronto, available, request, p erformance, submit, evaluating, learning, experiments, version, repository, datasets, regression, nu mber, precise, obtained, running, patches, results, complete, descriptions, implementations, serves, classification, please, suitable, dataset, summary, growing, researchers, immediately, experienced, modified, acknowledgements, development, questions, toronto, comments, members, electronic, notice, copyright, copyrighted, should, latest
utoronto.ca - rank der domain 6027 (55 in CA)
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Computers/Artificial_Intelligence/Machine_Learning/Datasets
Computers/Artificial_Intelligence/Machine_Learning/Datasets
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UCI Machine Learning Repository
UCI Machine Learning Repository
http://www.ics.uci.edu/~mlearn/MLRepository.html
A repository of databases, domain theories and data generators that are used by the machine learning community for the empirical analysis of machine learning algorithms.
repository, machine, learning, policy, please, mirror, information, characters, policy, citation, co ntact, review, advertisements, internet, opinion, demospongiae, mutants, forest, opinosis, newest, s imilarity, structural, function, homology, genome, sequence, donation, evaluation, provided, potenti al, diagnostic, wisconsin, version, inflammations, characteristics, plants, 106278, 141383, cancer, popular, breast, quality, reputation, parkinsons, telemonitoring, concrete, abalone, libras, movemen t, communities, available
uci.edu - rank der domain 7094 (2643 in US)
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TREC Data
Text REtrieval Conference (TREC) Data
http://trec.nist.gov/data.html
Text datasets used in information retrieval and learning in text domains.
collections, information, conference, commerce, intelligence, department, friday, updated, agency, a dvanced, research, search, projects, webspace, activity, notice, security, policy, privacy, accessib ility, statement, disclaimer, thursday, created, technology, filtering, entity, enterprise, confusio n, genomics, million, interactive, chemical, retrieval, versions, novelty, relevance, laboratory, ac cess, retrieval, sponsored, question, robust, feedback, answering, series, terabyte, division
nist.gov - rank der domain 13552 (5032 in US)
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National Space Science Data Center
Welcome to the NSSDC!
http://nssdc.gsfc.nasa.gov/
Provides access to a wide variety of astrophysics, space physics, solar physics, lunar and planetary data from NASA space flight missions, in addition to selected other data and some models and softwa re.
National Space Science Data Center (NSSDC) Home Page
NASA, NSSDC, data, space physics, astronomy, astrophysics, planetary science, planet, planets, moon, lunar science, solar wind, CD-ROM, CD-ROMs, solar physics
mission, science, services, exploration, heliophysics, website, spacecraft, asteroid, science, infor mation, resources, launched, management, policy, import, catalog, welcome, launch, released, archive , system, universe, astrophysics, search, center, portal, access, received, questionssearchcontact, ground, lutetia, archive, permanent, planetary, termination, observations, discipline, orbiting, des igned, energetic, neutral, october, rosetta, rocket, pegasus, official, notices, national, grayzeck, important, privacy
nasa.gov - rank der domain 853 (371 in US)
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The StatLib Datasets Archive
StatLib---Datasets Archive
http://lib.stat.cmu.edu/datasets/
A repository of datasets used in statistics and machine learning.
submitted, kbytes, analysis, contains, variables, dataset, series, archive, series, regression, stat istical, format, observations, statistics, between, number, university, therneau, information, colle ction, models, columns, collected, simonoff, stukel, mcleod, springer, analysis, values, published, statlib, source, measurements, verlag, datasets, johnson, contains, description, including, regressi on, meters, linear, submitted, bayesian, science, pollution, datasets, october, applied, chapman, de gree
cmu.edu - rank der domain 6080 (2241 in US)
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NIST Special Database 4.
NIST Error Page
http://www.nist.gov/srd/nistsd4.htm
This NIST database of fingerprint images contains 2000 8- bit gray scale fingerprint image pairs.
research, information, federal, information, programs, quality, programs, neutron, organization, pub lic, questions, contact, search, science, technology, standards, including, technology, science, onl ine, department, agency, looking, search, commerce, bureau, policy, freedom, disclaimer, notice, acc essibility, statement, expectmore, performance, updated, inquiries, created, security, policy, servi ce, federal, program, inquiries, website, webmaster, privacy, technical, gaithersburg, databases, wo rking, seminars
nist.gov - rank der domain 13552 (5032 in US)
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Computers/Artificial_Intelligence/Machine_Learning/Datasets
Computers/Artificial_Intelligence/Machine_Learning/Datasets
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Face recognition dataset
A NEURAL NETWORK FACE RECOGNITION ASSIGNMENT
http://www.cs.cmu.edu/afs/cs.cmu.edu/user/avrim/www/ML94/face_homework.html
A dataset of face images for face recognition algorithms.
assignment, images, neural, directory, contains, recognize, networks, document, network, detail, acc ess, backpropagation, source, describes, algorithm, description, updated, specification, different, training, trainset, format, program, facial, assignment, semester, learning, machine, recognition, n etwork, neural, recognition, assignment, network, neural, carnegie, mellon, expressions, positions, individual, variety, recognition, involves, students, people
cmu.edu - rank der domain 6080 (2241 in US)
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Time Series Data Library
Index of /tsdl
http://www-personal.buseco.monash.edu.au/~hyndman/TSDL/
A collection of over 500 time series, maintained by Rob Hyndman. Time series are organized by subjec t.
finance, korsan, roberts, ecology1, commod, lamarche, londonwq, monthly, noakes, thompsto, cnelson, pruscha, sanfran, wisconsi, prothero, directory, parent, description, modified, m2call, astatkie, ba racos, blowfly, annual, mc1001, boxjenk
monash.edu.au - rank der domain 10868 (55 in AU)
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Penn Treebank Project
Penn Treebank Project
http://www.cis.upenn.edu/~treebank/
A corpus of parsed sentences. Used by many researchers for training data-driven parsing algorithms.
treebank, project, bracketing, linguistic, annotation, switchboard, corpus, computer, access, annota tion, speech, predicate, argument, release, structure, linguistic, taylor, programmer, investigator, introduction, personnel, principal, administrator, mitchell, marcus, manager, preliminary, version, publications, computational, linguistics, before, overview, project, annotations, maintained, treeb ank, creating, formats, speech, change, language, analysis, ferguson, alyson, littman, cooper, macin tyre, annotators, constance, grammatical
upenn.edu - rank der domain 2867 (1111 in US)
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HS3D - Homo Sapiens Splice Sites Dataset
HS3D - Homo Sapiens Splice Sites Dataset
http://www.sci.unisannio.it/docenti/rampone/
HS3D (Homo Sapiens Splice Sites Dataset) is a database of Homo Sapiens Exon, Intron and Splice regio ns extracted from GenBank primate sequences Rel.123. The aim of this data set is to give standardize d material to train and to assess the prediction accuracy of computational approaches for gene ident ification and characterization.
dataset, splice, sapiens
unisannio.it - rank der domain 292095 (5076 in IT)
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Learning Relational Concepts from Sensor Data of a Mobile Robot
TU Dortmund -- Computer Science VIII
http://www-ai.cs.uni-dortmund.de/FORSCHUNG/PROJEKTE/BLEARN2/data-sets.html
A set of data sets, where each data set is represented in first order logic. Maintained at the Unive rsity of Dortmund, Germany.
sensor, predicates, features, concepts, learning, actions, passes, perceptual, higher, hierarchy, te aching, anmerkungen, general, research, denotes, urchintracker, zuletzt, directed, betreff, dieser, perceptions, pdirections, period, impressum, 1825527, sclass, bottom, dxsucc, contained, sensorgroup , information, retreived, perform, further, server, example, webmaster, needed, sequence, necessary, disjoint, concepts, sensor, relational, learning, mobile, katharina, volker, klingspor, german, sub mit
uni-dortmund.de - rank der domain 115080 (5984 in DE)
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Web->KB dataset
World Wide Knowledge Base (Web->KB) project
http://www.cs.cmu.edu/afs/cs.cmu.edu/project/theo-11/www/wwkb/
Web pages partitioned into classes, with hyperlink data. The dataset has been used for text categori zation and learning to extract symbolic knowledge from the World Wide Web.
learning, conference, proceedings, mccallum, information, andrew, machine, international, mitchell, classification, workshop, extraction, knowledge, slattery, freitag, project, craven, language, appea r, intelligence, artificial, national, unlabeled, mining, project, research, rennie, related, hypert ext, dipasquo, working, labeled, computational, science, knowledge, riloff, categorization, inferenc e, sebastian, documents, learning, shrinkage, bootstrapping, grammatical, techniques, mladenic, symb olic, building, general, processing, rosenfeld
cmu.edu - rank der domain 6080 (2241 in US)
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WordSimilarity-353 Test Collection
The WordSimilarity-353 Test Collection
http://www.cs.technion.ac.il/~gabr/resources/data/wordsim353/wordsim353.html
Contains 353 English word pairs along with human-assigned similarity judgements.
Word similarity test collection
Word Similarity, Computational Linguistics, Natural Language Processing, NLP, Natural Language Understanding, Natural Language Analysis, Information Retrieval, IR, Artificial Intelligence, AI , Machine Learning, Corpus Linguistics, Algorithm Design
similarity, semantic, scores, gabrilovich, evgeniy, subjects, wordsimilarity, technion, combined, wo rdsim353, contains, wordnet, latent, collection, please, finkelstein, available, language, abstract, systems, january, conference, relatedness, indexing, university, proceedings, information, instruct ions, rivlin, wolfman, concept, revisited, context, search, placing, matias, ruppin, semantic, indiv idual, assigned, resources, transactions, algorithms, numbers, although, floating, column, estimate, agirre, thesis, lexical
(SLD : ac.il)
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RISE: Repository of Information Sources used in information Extraction tasks.
RISE: Repository of information sources used in information extraction tasks (learning extraction rules / extraction patterns).
http://www.isi.edu/info-agents/RISE/
Repository of online information sources: test domains for information extraction and wrapper genera tion tools that learn extraction rules (extraction patterns).
Repository of online information sources: test domains for information extraction and wrapper genera tion tools that learn extraction rules (extraction patterns).
Information Extraction, information extraction, IE, Wrapper Induction, wrapper induction, WG, WI, ex traction rules, extraction patterns, extraction rule, extraction pattern, wrapper generation, reposi tory, repositories, information source, information sources, information, extraction, wrapper, wrapp ers, induction, rule, pattern, rules, patterns, source, sources
extraction, information, sources, repository, information, learning, repository, patterns, online, c ommunities, please, interested, generate, algorithms, sources, referring, format, reference, agents, obtain, replicate, following, pseudo, suggest, experiments, others, sciences, machine, learning, ir vine, modified, muslea, questions, comments, suggestions, institute, california, southern, created, excellent, document, acknowledgment, university, datasets, survey, download, corporate, acquisitions , seminars, generation, wrapper
isi.edu - rank der domain 105903 (40240 in US)
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Reuters-21578 Text Categorization Corpus
Reuters-21578 Text Categorization Test Collection
http://www.daviddlewis.com/resources/testcollections/reuters21578/
A classic benchmark for text categorization algorithms.
reuters, collection, available, archive, including, currently, categorization, research, various, re uters, active, longer, locations, canberra, reuters21578, countries, prolog, resource, contributed, feldman, return, modest, requirements, contact, useful, prepared, previous, resources, researchers, collected, labeled, originally, carnegie, developing, construe, course, widely, collections, collect ion, categorization, superceded, likely, though, system, further, uncompressed, version, identical, bandwidth, encourage, versions
(SLD : daviddlewis.com)
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Bilkent University Function Approximation Repository
Bilkent University Function Approximation Repository
http://funapp.cs.bilkent.edu.tr/DataSets/
Datasets used for the experimental analysis of function approximation techniques and for training an d demonstration by machine learning and statistics community.
features, description, missing, target, values, feature, original, source, categorical, categorical, university, bilkent, temperature, function, approximation, repository, survival, earthquake, choles trol, college, computer, activity, breast, number, electricity, weight, weather, guvenir, weight, ap proximation, function, mortgage, poverty, 2dplanes, plastic, pressure, telecomm, kinematics, mortali ty, pollution, estimate, magnitude, normal, average, northridge, pharynx, conventional, employment, longley, hearth, read93
(SLD : edu.tr)
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TechTC - Technion Repository of Text Categorization Datasets
TechTC - Technion Repository of Text Categorization Datasets
http://techtc.cs.technion.ac.il
Provides a large number of diverse test collections for use in text categorization research.
Text categorization test collections.
Computational Linguistics, Natural Language Processing, NLP, Natural Language Understanding, N atural Language Analysis, Natural Language Generation, Information Retrieval, IR, Text Categor ization, Artificial Intelligence, AI, Machine Learning, Corpus Linguistics, Algorithm Design, Text Mining, Text Data Mining
datasets, feature, documents, dataset, subdoc, document, categorization, number, filtering, format, contains, collections, categories, techtc, directory, feature, vectors, categorization, acquisition, features, evgeniy, example, gabrilovich, corresponding, directory, directories, following, performe d, collection, datasets, reuters, technion, available, processing, conference, through, preprocessin g, procedure, labeled, abstract, davidov, between, please, markovitch, experiments, international, c ollected, category, classification, certain, structure
(SLD : ac.il)
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