By Mathias Lux,Oge Marques
The target of VIR is to retrieve suits ranked by way of their relevance to a given question, that's frequently expressed for instance snapshot and/or a sequence of key words. in the course of its early years (1995-2000), the learn efforts have been ruled via content-based methods contributed essentially by means of the picture and video processing group. in the past decade, it was once widely known that the demanding situations imposed via the shortcoming of accident among an image's visible contents and its semantic interpretation, often referred to as semantic hole, required a smart use of textual metadata (in addition to details extracted from the image's pixel contents) to make snapshot and video retrieval options effective and potent. the necessity to bridge (or at the least slim) the semantic hole has been one of many riding forces at the back of present VIR examine. also, different comparable learn difficulties and industry possibilities have began to emerge, supplying a large diversity of intriguing difficulties for computing device scientists and engineers to paintings on.
In this introductory e-book, we concentrate on a subset of VIR difficulties the place the media comprises photos, and the indexing and retrieval equipment are in keeping with the pixel contents of these pictures -- an process often called content-based picture retrieval (CBIR). We current an implementation-oriented review of CBIR techniques, options, algorithms, and figures of benefit. so much chapters are supported through examples written in Java, utilizing Lucene (an open-source Java-based indexing and seek implementation) and LIRE (Lucene picture REtrieval), an open-source Java-based library for CBIR.
Table of Contents: advent / info Retrieval: chosen recommendations and strategies / visible positive factors / Indexing visible beneficial properties / LIRE: An Extensible Java CBIR Library / Concluding Remarks
By Jorge Marx Gómez,Claus Rautenstrauch,Peter Cissek,Björn Grahlher
By Bir Bhanu,Prue Talbot
By Christoph Plass,Franz Josef Rehmann,Andreas Zimmermann,Heiko Janssen,Philipp Wibbing
Mit den neuen Modellen und Ansätzen wächst die IT in die Rolle eines „Enablers“ hinein, der Innovationen, neue Geschäftsmodelle und eine Differenzierung von Wettbewerbern ermöglicht – unabhängig von der Größe eines Unternehmens und dem Markt, in dem es sich zu bewähren hat.
Mittelständische Unternehmen scheinen das strategisch-innovative Potenzial der IT und die besonderen Einflüsse, die von den beiden IT-Megatrends auf das company ausgehen, noch nicht hinreichend erkannt zu haben. Ziel des Buches ist es daher, die Brisanz der Entwicklungen bei den beiden wichtigsten zukunftsweisenden IT-Themen darzustellen und Unternehmen zu helfen, deren Bedeutung für das eigene Geschäft und die Aufrechterhaltung der Wettbewerbsfähigkeit richtig einzuschätzen. Den inhaltlichen Schwerpunkt bilden konkrete Handlungsempfehlungen zur effizienten und erfolgreichen Einführung von Cloud Computing, Social Media und anderer komplexer enterprise software program – konsequent dargestellt aus der Perspektive des Managements.
By Andrew Hoog,Katie Strzempka
iPhone and iOS Forensics is a consultant to the forensic acquisition and research of iPhone and iOS units, and provides sensible recommendation on the right way to safe iOS units, facts and apps. The e-book takes an in-depth examine tools and strategies that learn the iPhone/iPod in an respectable criminal demeanour, in order that the entire equipment and approaches defined within the textual content should be taken into any court docket. It comprises details information units which are new and evolving, with authentic wisdom from Apple itself to assist reduction investigators.
This booklet contains 7 chapters overlaying equipment beneficial properties and features; dossier process and knowledge garage; iPhone and iPad information safeguard; acquisitions; facts and alertness research; and advertisement device testing.
This ebook will attract forensic investigators (corporate and legislations enforcement) and incident reaction professionals.
- Learn strategies to forensically collect the iPhone, iPad and different iOS devices
- Entire bankruptcy curious about info and alertness safeguard that could help not just forensic investigators, but in addition program builders and IT safety managers
- In-depth research of a few of the universal functions (both default and downloaded), together with the place particular facts is located in the dossier system
By Claudia Lemke,Walter Brenner
By Axel-Cyrille Ngonga Ngomo,Petr Křemen
By Guido Zuccon,Shlomo Geva,Hideo Joho,Falk Scholer,Aixin Sun,Peng Zhang
This ebook constitutes the refereed court cases of the
11th details Retrieval Societies convention, AIRS 2015, held in Brisbane,
QLD, Australia, in December 2015.
The 29 complete papers awarded including eleven brief and
demonstration papers, and the abstracts of two keynote lectures have been carefully
reviewed and chosen from ninety two submissions. the ultimate programme of AIRS 2015 is
divided in 10 tracks: potency, Graphs, wisdom Bases and Taxonomies,
Recommendation, Twitter and Social Media, internet seek, textual content Processing,
Understanding and Categorization, themes and versions, Clustering, Evaluation,
and Social Media and Recommendation.
By Martin Bach,Kristofferson Arao,Andy Colvin,Frits Hoogland,Kerry Osborne,Randy Johnson,Tanel Poder
Expert Oracle Exadata, second Edition opens up the internals of Oracle's Exadata platform for you to totally enjoy the such a lot performant and scalable database equipment able to operating Oracle Database. This version is fully-updated to hide Exadata 5-2 and Oracle Database 12c. if you are new to Exadata, you will soon examine that it embodies a transformation in the way you take into consideration and deal with relational databases. A key a part of that vary lies within the idea of offloading SQL processing to the garage layer. additionally there's Oracle's engineering attempt in making a strong platform for either consolidation and transaction processing. The ensuing price proposition within the type of Exadata has really been a game-changer.
Expert Oracle Exadata, second Edition presents a glance on the internals and the way the combo of and software program that contain Exadata really paintings. Authors contain Martin Bach, Andy Colvin, and Frits Hoogland, with contributions from Karl Arao, and equipped at the beginning laid through Kerry Osborne, Randy Johnson, and Tanel Poder within the first version. They percentage their real-world adventure won via a very good many Exadata implementations, very likely greater than the other staff of specialists this present day. regularly their aim is towards aiding you enhance your profession via luck with Exadata on your personal atmosphere. This publication is meant for readers who are looking to comprehend what makes the platform tick and for whom—"how" it does what it is
does is as vital as what it does. through being uncovered to the positive aspects which are detailed to Exadata, you are going to achieve an figuring out of the mechanics that would let you totally enjoy the merits that the platform offers.
This booklet adjustments the way you take into consideration handling SQL functionality and processing. It presents a roadmap to winning Exadata implementation. And it eliminates the "black field" mystique. you are going to find out how Exadata truly works and be larger in a position to deal with your Exadata engineered structures in help of your business.
- Changes how you take into consideration coping with SQL functionality and processing
- Provides a roadmap to profitable Exadata implementation
- Removes the "black field" mystique, exhibiting how Exadata really works
By Chunxiao Xing,Yong Zhang,Ye Liang
The 23 complete papers provided have been rigorously reviewed and chosen from fifty two submissions.They are geared up round the following issues: great information and shrewdpermanent well-being; wellbeing and fitness information research and administration; healthcare clever platforms and scientific perform; clinical tracking and data extraction; medical and scientific information mining.