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Biomedical Data Mining Using Machine Learning. An Experimental Account

Автор:  Ekaterina S.
мягкая обложка
104 страниц
2009 год
Издательство:  Книга по Требованию
Цена:
2005 руб
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Описание:The machine learning techniques described in this book can be applied to text mining in any domain. Therefore, when performing information extraction tasks identifying gene names is not sufficient and it is necessary to distinguish between all biological entities they refer to. We derive a set of rules from a biomedical ontology, and then apply them to tag the data. It describes a novel method of automatic training data production using a biomedical ontology. This data is then used to train a maximum entropy classifier, that proves to be capable to learn new information and improve over the ontology-based knowledge specified a priori. This is an alternative to the traditional approaches involving labour-expensive manual data annotation. Biomedical Data Mining is an ever growing area of Natural Laguage Processing. More specifically we address the task of gene name disambiguation. In biomedical literature same gene names tend to be used to refer to a number of entities, e. g. gene itself, RNA sequence, the protein produced, or some other product. This book provides an introduction to this field and its experimental account using machine learning techniques.


Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка

2990 руб
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Linux Network Administrator Guide, Second Edition

An early version of Linux accounting software assigned the fragments a fake port number, 0xFFFF, that we could count. To ensure that we capture the second and later fragments, we could use a rule like: # ipfwadm -A both -a -W ppp0 -P tcp -S 0/0 0xFFFF The IP chains implementation has a slightly more sophisticated solution, but the result is much the same. If using the ipchains command we'd instead use: # ipchains -A forward -i ppp0 -p tcp -f and with iptables we'd use: # iptables -A FORWARD -i ppp0 -m tcp -p tcp -f These won't tell us what the original port for this data was, but at least we are able to see how much of our data is fragments, and be able to account for the volume of traffic they consume. In 2.2 kernels you can select a kernel compile-time option that negates this whole issue if your Linux machine is acting as the single access point for a network. If you enable the IP: always defragment option when you compile your kernel, all received datagrams will be reassembled by the Linux router before routing and retransmission ...»

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Ручка-стилус шариковая сувенирная "Николай".
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Игрушка-головоломка "Шар-Лабиринт".
«Шар-лабиринт» - это не только увлекательная, но и развивающая игра, способная улучшить пространственное мышление и внимание, привить
711 руб
Раздел: Головоломки


The Know-how Of Host-Based Hybrid Intrusion Detection System Architecture Using Machine Learning Algorithms With Feature Selection A New Host-Based Hybrid IDS Architecture - A Mind Of Its Own.
Any professional can benefit from such a lecture.
          2744 руб             2009 год          200 стр.          мягкая обложка

A Web Tool For Crime Data Analysis. Data Analysis - A Machine Learning Algorithm Approach
A web tool for crime data analysis is a comprehensive textbook on such subject, covering a broad array of topics not usually included in practical machine learning algorithm text books.
          2413 руб             2008 год          128 стр.          мягкая обложка

Motion Data Mining and Activity Recognition. Motion Classification using Spatio-temporal Approximation of Object Trajectories
Once the m- Mediods based model for all the classes have been learnt, the classification of new trajectories and anomaly detection can be performed by checking the closeness of said trajectory to the models of known classes using an agglomerative approach.
          3212 руб             2009 год          216 стр.          мягкая обложка

Digitizing North Indian Music. Preservation and Extension using Multimodal Sensor Systems, Machine Learning and Robotics
Experiments include automatic tempo tracking, rhythmic accompaniment methods and digital transcription techniques.
          3231 руб             2008 год          276 стр.          мягкая обложка

Advanced Time Series Forecasting Using Data Mining Techniques. Intelligent Analysis to Mine Temporal Data
In fact, more than one hundred real-world time series have been analyzed with great accuracy.
          2623 руб             2010 год          164 стр.          мягкая обложка

Data Mining: Concepts and Techniques
This new edition substantially enhances the first edition, and new chapters have been added to address recent developments on mining complex types of data — including stream data, sequence data, graph structured data, social network data, and multi-relational data.
          4119 руб             2006 год          770 стр.          твердый переплет

Knowledge Discovery in Bioinformatics. Data Mining Significant Patterns in Epigenetics and Phylogenetics Data
The knowledge gained through bioinformatics methods such as these should, in future, provide invaluable information for treatments for diseases and present new insights into evolution, life and the origin of life.
          3212 руб             2009 год          368 стр.          мягкая обложка

Data Mining. Applications in Civil Engineering
This book thus proposes an integration of techniques from data mining, a field of research where the aim is to find knowledge from data, into an existing multiple-model system identification methodology.
          2766 руб             2009 год          184 стр.          мягкая обложка

Online-Data-Mining auf Datenstroemen. Methoden zur Clusteranalyse und Klassifikation
Zwei allgemeine Aufgabenstellungen aus dem Bereich des Clustering und der Klassifikation werden anschliessend genauer untersucht.
          3231 руб             2008 год          204 стр.          мягкая обложка

Application to Compression of Digital Images Support Vector Machine Learning.
It is demonstrated that compression is more efficient in frequency space.
          2781 руб             2008 год          176 стр.          мягкая обложка

Intelligent Data Mining Assistance. A Case-Based Reasoning and Ontology Approach
Most data mining products provide a large number of models and tools, but few provide "intelligent" assistance.
          2005 руб             2009 год          112 стр.          мягкая обложка

Methods and Practices Data Mining.
It provides not only theoretical introduction, but also application aspects of data mining using numerous examples.
          3231 руб             2010 год          340 стр.          мягкая обложка

Problemorientierte Ansaetze zur Generierung und Bewertung von Assoziationsregeln Assoziationsanalysen im Rahmen des Data Mining.
Diese suchen zuerst alle Itemmengen, die den vorgegebenen Mindestsupport erfuellen und erzeugen daraus dann Assoziationsregeln mit einer benutzerdefinierten Mindestconfidence.
          2005 руб             2010 год          120 стр.          мягкая обложка

Vertical Association Rule Mining. From Data Representation to Data Mining
Along with the theory, the book highlights the versatility of the presented framework in different application domains ranging from citation analysis to precision agriculture and bioinformatics.
          2781 руб             2008 год          132 стр.          мягкая обложка

Data Mining Techniques and Its Application in Medical Imagery. Data Mining Techniques and Its Application in Medical Imagery
An extensive survey and comparative study on various clustering and association mining techniques has been presented.
          2005 руб             2010 год          120 стр.          мягкая обложка

Heterogeneous Data Mining
A unified vectorization method is proposed for simultaneous processing, classification and clustering of heterogeneous data types, which allows a unified visualization of the data.
          1896 руб             2011 год          92 стр.          мягкая обложка

Embedded Architectures for Speech and Machine Learning. A Design Space Exploration Approach
The book can be used as supplementary text for advanced courses in embedded systems for demonstrating practical examples of key techniques like workload characterization, hardware-software co-design, custom instruction synthesis etc.
          2277 руб             2010 год          128 стр.          мягкая обложка

For Emergency Medical Situation Feature Extraction of Biomedical Data.
The book serves the research as an introduction to the field of electronic communication intended for use of students of electronics and telecommunication Engineering, Information and Communication Technology, Computer Science and Engineering, Applied physics and Electronics, and Bio-medical Electronics.
          1891 руб             2010 год          68 стр.          мягкая обложка

By-laws Of The Chicago Mining Exchange
          305 руб             2011 год          мягкая обложка

Predicting Who Will Graduate. Mining Institutional Data Using Knowledge Discovery and Statistical Techniques
Building predictive models for entering freshmen poses many problems: some students receive financial aid, others do not; some enter with SAT scores, others with ACT scores; some students stop out and then return.
          2413 руб             2009 год          152 стр.          мягкая обложка

Using Students' Strengths to Support Learning Outcomes. A Study of the Development of Gardner's Intrapersonal Intelligence to Support Increased Academic Achievement for Primary School Students
          1978 руб             2008 год          104 стр.          мягкая обложка

CRUSTAL STRUCTURE OF BAY OF BENGAL. INVESTIGATION OF CRUSTAL STRUCTURE IN THE BAY OF BENGAL USING MAGNETIC AND GRAVITY DATA
The BOB crust experienced deformation during its northward drift and collision with Asia resulting in a very complex configuration.
          3212 руб             2009 год          212 стр.          мягкая обложка

Teaching and Learning, and Their Evaluation, Made Visible. Using Rhetorical Theories to Assess Higher Education
This study set out to reveal how the classroom is a rhetorical situation in order to accomplish two primary goals: first, to examine six study types of student evaluations of teaching: (1) multisection, (2) multitrait-multimethod, (3) bias, (4) laboratory, (5) conceptual structure, and (6) theoretical; and, second, to discover what they actually tell educators about teaching and learning in order to increase quality in, accessibility to, accountability for, and transparency of teaching and learning in higher education.
          2400 руб             2009 год          136 стр.          мягкая обложка

Inverse analysis of excavations. calibrated and validated using monitoring data from a deep excavation through Chicago glacial clays
Results of a number of studies, conducted to evaluate the effect of modeling assumptions on the inverse analysis, indicate that the three main characteristics of a “well-posed” inverse analysis problem are: effective numerical modeling, acceptable parameterization and appropriate choice of observations.
          3212 руб             2009 год          316 стр.          мягкая обложка

Teaching Networks How to Learn. Data Dissemination in Wireless Sensor Networks with Reinforcement Learning
Showing this will open up new paths for development at all levels of the communication stack.
          2359 руб             2009 год          236 стр.          мягкая обложка

Voice-over Internet Protocol and Student Learning. Graduate Student Perception of Learning When VoIP is Used as one Method of Communication
Courses taught online would benefit when synchronous communication such as voice-over Internet protocol (VoIP) is utilized.
          2005 руб             2008 год          104 стр.          мягкая обложка

Transforming School Culture. Building Leadership Capacity in Schools Using Data
American schools have attempted to become more student-driven through the use of formative and summative assessment data.
          2413 руб             2008 год          144 стр.          мягкая обложка

Application and Challenges Parallel Processing Techniques for Data Warehousing and Mining.
In data warehousing, OLAP queries incur enormous processing overheads due to the huge size of the data warehouses.
          3231 руб             2009 год          240 стр.          мягкая обложка

A Nonparametric Study of Inflation Persistence with Real-Time Data. Using Exclusions-from-Core Measures of Inflation
The frontier nonparametric methods presented in this book are able to shed more light on the relationship between total inflation and core inflation than the traditional parametric methodology as it pertains to the study of inflation persistence.
          2005 руб             2009 год          72 стр.          мягкая обложка

Combined Use of Reinforcement Learning and Simulated Annealing. Algorithms and Applications
The agent takes different choices among the numerous possibilities, but each choice can make different impact in the environment.
          2413 руб             2009 год          128 стр.          мягкая обложка

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