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Introduction to statistical relational learning
"Index" : an online index is available on the book webpage at http://www.cs.umd.edu/srl-book/index.htm.Advanced statistical modeling and knowledge representation techniques for a newly emerging area of machine learning and probabilistic reasoning; includes introductory material, tutorials for different proposed approaches, and applications.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262256230
- Collation
- 1 online resource (ix, 586 pages) :illustrations.
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Mechanisms :new media and the forensic imagination
"In Mechanisms, Matthew Kirschenbaum examines new media and electronic writing against the textual and technological primitives that govern writing, inscription, and textual transmission in all media: erasure, variability, repeatability, and survivability. Mechanisms is the first book in its field to devote significant attention to storage--the hard drive in particular--arguing that understandi…
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- ISBN/ISSN
- 9780262302746
- Collation
- 1 online resource (xvii, 296 pages) :illustrations
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Actors :a model of concurrent computation in distributed systems
The transition from sequential to parallel computation is an area of critical concern in today's computer technology, particularly in architecture, programming languages, systems, and artificial intelligence. This book addresses central issues in concurrency, and by producing both a syntactic definition and a denotational model of Hewitt's actor paradigm--a model of computation specifically aim…
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- ISBN/ISSN
- 9780262255554
- Collation
- 1 online resource (ix, 144 pages) :illustrations.
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Coordinating Distributed Objects: An Actor-Based Approach to Synchronization
Coordinating Distributed Objects presents a novel object-oriented methodology to simplify the construction of distributed software systems. The methodology is based on a programming construct, called synchronizer, that allows the coordination of distributed application components to be programmed in a modular fashion and at a high level of abstraction. The methodology offers new insight into th…
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- ISBN/ISSN
- 9780262273299
- Collation
- 1 online resource (xxii, 195 pages) :illustrations
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Internet telephony
Internet telephony is the integration and convergence of voice and data networks, services, and applications. The rapidly developing technology can convert analog voice input to digital data, send it over available networked channels, and then convert it back to voice output. Traditional circuit-switching networks such as telephone lines can be used together with packet-switching networks such …
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- ISBN/ISSN
- 0585386684
- Collation
- 1 online resource (xii, 395 pages) :illustrations
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- 001 MCK i
Performance analysis of data sharing environments
Large transaction-processing applications, such as banking, flight reservations, telecommunications, and networking, demand increasingly high throughput and fast response times. Coupling multiple systems for database transaction processing can provide these systems with higher capacity and availability at a lower cost. Data sharing is one promising architecture for such an environment.This mono…
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- ISBN/ISSN
- 0262255979
- Collation
- 1 online resource (xxi, 118 pages) :illustrations.
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Privacy on the ground : driving corporate behavior in the United States and E…
"Barely a week goes by without a new privacy revelation or scandal. Whether by hackers or spy agencies or social networks, violations of our personal information have shaken entire industries, corroded relations among nations, and bred distrust between democratic governments and their citizens. Polls reflect this concern, and show majorities for more, broader, and stricter regulation -- to put …
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- ISBN/ISSN
- 0262331349
- Collation
- 1 online resource (xiv, 338 pages).
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https://doi.org/10.7551/mitpress/11022.001.0001?locatt=mode:legacy;http://www…
A guide to understanding the inner workings and outer limits of technology and why we should never assume that computers always get it right."In Artificial Unintelligence, Meredith Broussard argues that our collective enthusiasm for applying computer technology to every aspect of life has resulted in a tremendous amount of poorly designed systems. We are so eager to do everything digitally--hir…
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- ISBN/ISSN
- 9780262346733
- Collation
- 1 online resource (237 pages) :illustrations.
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The Left Hand of Data: Designing Education Data for Justice
A speculative framework that imagines how we can use education data to promote play, creativity, and social justice over normativity and conformity. Educational analytics tend toward aggregation, asking what a “normative” learner does. In The Left Hand of Data, educational researchers Matthew Berland and Antero Garcia start from a different assumption—that outliers are, and must be tre…
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- ISBN/ISSN
- 9780262377645
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Machine learning for data streams with practical examples in MOA
A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework.OCLC-licensed vendor bibliographic record.
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- ISBN/ISSN
- 9780262346047
- Collation
- 1 online resource (xxi, 262 pages) :illustrations.
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