This is a collection of bibliographies of scientific literature in computer science from various sources, covering most aspects of computer science. The bibliographies are updated weekly from their original locations such that you'll always find the most recent versions here.
Em Aprendizado de Máquina, a abordagem supervisionada normalmente necessita de um número significativo de exemplos de treinamento para a indução de classificadores precisos. Entretanto, a rotulação de dados é freqüentemente realizada manualmente,
Sistemas Hipermídia são programas capazes de armazenar e recuperar informações não-lineares, estabelecendo uma estrutura complexa e flexível representada por nós interligados. À medida em que aumenta o espaço de navegação, tal como acontece na
Open source tools have recently reached a level of maturity which makes them suitable for building large-scale real-world systems. At the same time, the field of machine learning has developed a large body of powerful learning algorithms for a wide[...]
This is a large online bibliography on automated text categorization (ATC). You can either view it or download it as a single file (ASCII text in BibTex format) or access the fully searchable online version.
Fast Artificial Neural Network Library is a free open source neural network library, which implements multilayer artificial neural networks in C with support for both fully connected and sparsely connected networks. Cross-platform execution
Vintage design, when done well, can make a user feel like they have been transported back in time. This particular style often uses design elements that look like they were found in the attic of an old house dating back to the 1920’s, 30’s, or 40’s.
This project contains Naive and Fishers bayesian classifiers, as described in Toby Segaran's book "Programming Collective Intelligence." The book has python implementations; this is a Java implementation.
ci-bayes, a project hosted on java.net, has released its first stable version. ci-bayes allows the use of a classifier to determine what classification a given object might fall into, given prior training, and provides multiple
English translation of selected chapters of the WikiWord thesis "Automatischer Aufbau eines multilingualen Thesaurus durch Extraktion semantischer und lexikalischer Relationen aus der Wikipedia" by Daniel Kinzler. Translation by the author.
My diploma thesis about a system to automatically build a multilingual thesaurus from wikipedia, "WikiWord", is finally done. I handed it in yesterday. My research will hopefully help to make Wikipedia more accessible for automatic processing
ConceptNet is a freely available commonsense knowledgebase and natural-language-processing toolkit which supports many practical textual-reasoning tasks over real-world documents right out-of-the-box (without additional statistical training) including
JavaNNS is the successor of SNNS. It is based on its computing kernel, with a newly developed, comfortable graphical user interface written in Java set on top of it. Hence the compatibility with SNNS is achieved, while the platform-independence is increa