Conferences

Backpropagator's Review Backpropagator's Review- This document is a backprop FAQ, reading list (with a preference for online articles) and a summary of the state of the art. It is aimed at people who wan… aiHitdata aiHitdata- Random 10,000 worldwide companies sampled from aiHit. All data in this DB extracted and updated automatically from WWW using AI and machine learning. Dataset Generator Dataset Generator- Datgen is a computer program that generates data to systematically test programs that consume data. These synthetic datasets can be used to validate learning al… Time Series Data Library Time Series Data Library- A collection of over 500 time series, maintained by Rob Hyndman. Time series are organized by subject. Searchable List of Free Public Data Mining Datasets Searchable List of Free Public Data Mining Datasets- Keyword searchable list of 200+ free research-quality public datasets from academia, cloud sources, conferences, books and pap… FlickrLogos-32 dataset FlickrLogos-32 dataset- The dataset FlickrLogos-32 contains photos depicting logos and is meant for the evaluation of multi-class logo detection as well as logo retrieval methods … Machine Learning and Data Mining - Datasets Machine Learning and Data Mining - Datasets- Machine Learning and Data Mining - Datasets (USPS digits, faces, links to various datasets prepared for Matlab) NIST Special Database 4. NIST Special Database 4.- This NIST database of fingerprint images contains 2000 8- bit gray scale fingerprint image pairs. NIST charges $90+$30 shipping for the data. University of Maryland, INFORUM EconData University of Maryland, INFORUM EconData- Several hundred thousand economic time series, produced by the U.S. Government and distributed by the government in a variety of formats … The 20 Newsgroups Data Set The 20 Newsgroups Data Set- 20 Newsgroups for text categorization. Widely used dataset. ArrayExpress - functional genomics data ArrayExpress - functional genomics data- ArrayExpress is a database of functional genomics experiments that can be queried and the data downloaded. It includes gene expression dat… TechTC - Technion Repository of Text Categorization Datasets TechTC - Technion Repository of Text Categorization Datasets- Provides a large number of diverse test collections for use in text categorization research. Bilkent University Function Approximation Repository Bilkent University Function Approximation Repository- Datasets used for the experimental analysis of function approximation techniques and for training and demonstration by machin… Reuters-21578 Text Categorization Corpus Reuters-21578 Text Categorization Corpus- A classic benchmark for text categorization algorithms. RISE: Repository of Information Sources used in information Extraction tasks. RISE: Repository of Information Sources used in information Extraction tasks.- Repository of online information sources: test domains for information extraction and wrapper genera… WordSimilarity-353 Test Collection WordSimilarity-353 Test Collection- Contains 353 English word pairs along with human-assigned similarity judgements. Web->KB dataset Web->KB dataset- Web pages partitioned into classes, with hyperlink data. The dataset has been used for text categorization and learning to extract symbolic knowledge from the Wor… Learning Relational Concepts from Sensor Data of a Mobile Robot Learning Relational Concepts from Sensor Data of a Mobile Robot- A set of data sets, where each data set is represented in first order logic. Maintained at the University of Dortm… HS3D - Homo Sapiens Splice Sites Dataset HS3D - Homo Sapiens Splice Sites Dataset- A database of Homo Sapiens Exon, Intron and Splice regions extracted from GenBank primate sequences Rel.123. The aim of this data set is … Face recognition dataset Face recognition dataset- A dataset of face images for face recognition algorithms. National Space Science Data Center National Space Science Data Center- Provides access to a wide variety of astrophysics, space physics, solar physics, lunar and planetary data from NASA space flight missions, in a… TREC Data TREC Data- Text datasets used in information retrieval and learning in text domains. UCI Machine Learning Repository UCI Machine Learning Repository- A repository of databases, domain theories and data generators that are used by the machine learning community for the empirical analysis of machi… DELVE - Data for Evaluating Learning in Valid Experiments DELVE - Data for Evaluating Learning in Valid Experiments- A standardized environment designed to evaluate the performance of methods that learn relationships based primarily on e… The RCSB Protein Data Bank (PDB) The RCSB Protein Data Bank (PDB)- Archive of experimentally-determined, biological macromolecule 3-D structures from the Brookhaven National Laboratory. Data Hunters Data Hunters- Data Hunters is an online community for data seekers, analysts, scientists, and business professionals. Pat Langley Pat Langley- Research interests revolve around computational learning and discovery, especially their role in constructing scientific models, architectures for intelligent agents,… Recent Work in Computational Scientific Discovery Recent Work in Computational Scientific Discovery- Article by Lindley Darden. Center for Automated Learning and Discovery - CMU Center for Automated Learning and Discovery - CMU- Large group with projects in robot learning, data mining for manufacturing and in multimedia databases, causal inference, and di… Raul Valdes-Perez Raul Valdes-Perez- CMU.