By Sašo Džeroski, Panče Panov, Dragi Kocev, Ljupčo Todorovski
This publication constitutes the lawsuits of the seventeenth foreign convention on Discovery technology, DS 2014, held in Bled, Slovenia, in October 2014. The 30 complete papers incorporated during this quantity have been conscientiously reviewed and chosen from sixty two submissions. The papers disguise themes resembling: computational clinical discovery; info mining and data discovery; computing device studying and statistical tools; computational creativity; mining medical facts; info and information visualization; wisdom discovery from medical literature; mining textual content, unstructured and multimedia facts; mining based and relational info; mining temporal and spatial information; mining info streams; community research; discovery informatics; discovery and experimental workflows; wisdom trap and clinical ontologies; info and data integration; common sense and philosophy of clinical discovery; and functions of computational tools in a variety of clinical domains.
Read Online or Download Discovery Science: 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014. Proceedings PDF
Similar international_1 books
The 7th ERCOFTAC Workshop on "Direct and Large-Eddy Simulation" (DLES-7) used to be held on the collage of Treste from September 8-10, 2008. Following the culture of prior workshops within the DLES-series this variation displays the cutting-edge of numerical simulation of conventional and turbulent flows and supplied an energetic discussion board for dialogue of modern advancements in simulation strategies and figuring out of stream physics.
This booklet offers chosen learn papers of the AIMTDR 2014 convention on software of laser know-how for numerous production techniques reminiscent of slicing, forming, welding, sintering, cladding and micro-machining. cutting-edge of those applied sciences by way of numerical modeling, experimental reviews and commercial case stories are awarded.
Because the first implementation by way of Electricité de France at the Goulours dam (France) in 2006, the Piano Key Weir has develop into a an increasing number of utilized option to elevate the release skill of latest spillways. In parallel, numerous new huge dam tasks were outfitted with any such flood keep an eye on constitution, frequently together with gates.
- 7th International Symposium on High-Temperature Metallurgical Processing
- Antimicrobials and Agriculture. The Proceedings of the 4th International Symposium on Antibiotics in Agriculture: Benefits and Malefits
- The International System between New Integration and Neo-Protectionism
- Vietnam’s New Order: International Perspectives on the State and Reform in Vietnam
- Proceedings of the 8-th International Symposium on Impact Engineering
Additional resources for Discovery Science: 17th International Conference, DS 2014, Bled, Slovenia, October 8-10, 2014. Proceedings
This paper combines text-mining, feature selection and Bayesian Networks to analyze and extract sentiments from stock-related micro-blogging messages called “StockTwits”. Here, we investigate whether the power of the collective sentiments of StockTwits might be predicted and how these predicted sentiments might help investors and their peers to make profitable investment decisions in the stock market. Specifically, we build Bayesian Networks from terms identified in the tweets that are selected using wrapper feature selection.
The rationale of the model in this paper is that the models are trained from a corpus of manually labelled data to test the computational model, instead of using a sentiment lexicon, such as the SentiWordNet. Existing lexicons are not used in this paper mainly because this research is based on extracting sentiments from financial text, as the decision is to classify text into buy, sell or hold, not merely positive or negative. The vast majority of research papers in the sentiment analysis field focus mainly on domains, including emotional state , product review  and movie review , in which cases SentiWordNet is deemed a suitable lexicon.
Classiﬁcation of human cancers based on DNA copy number ampliﬁcation modeling. : Supervised Descriptive Rule Discovery: A Unifying Survey of Contrast Set, Emerging Pattern and Subgroup Mining. : ISCN 2005: An Intl. System for Human Cytogenetic Nomenclature (2005) Recommendations of the Intl. Standing Committee on Human Cytogenetic Nomenclature. : Mixture Modeling of DNA copy number ampliﬁcation patterns in cancer. , Gra˜ na, M. ) IWANN 2007. LNCS, vol. 4507, pp. 972–979. : Learning Relational Descriptions of Diﬀerentially Expressed Gene Groups.