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| computer science degree plan utd: Artificial Intelligence David L. Poole, Alan K. Mackworth, 2017-09-25 Artificial Intelligence presents a practical guide to AI, including agents, machine learning and problem-solving simple and complex domains. |
| computer science degree plan utd: A Programmers Guide to Assembler (Preliminary Version) William J. Pervin, 2004-07 This text gives an introduction to MIPS Assembler using the PCSPIM simulator emphasizing software development. The object is to make high-level language programmers of embedded processors aware of what their compilers must do, what actually happens inside the hardware of their computers, and how these facts may well affect their programming decisions. The MIPS processor is chosen as the example of a real processor with a significant market that is still very simply and cleanly designed.The availability of an excellent free simulator makes this a good choice. |
| computer science degree plan utd: Programming Challenges Steven S Skiena, Miguel A. Revilla, 2006-04-18 There are many distinct pleasures associated with computer programming. Craftsmanship has its quiet rewards, the satisfaction that comes from building a useful object and making it work. Excitement arrives with the flash of insight that cracks a previously intractable problem. The spiritual quest for elegance can turn the hacker into an artist. There are pleasures in parsimony, in squeezing the last drop of performance out of clever algorithms and tight coding. The games, puzzles, and challenges of problems from international programming competitions are a great way to experience these pleasures while improving your algorithmic and coding skills. This book contains over 100 problems that have appeared in previous programming contests, along with discussions of the theory and ideas necessary to attack them. Instant online grading for all of these problems is available from two WWW robot judging sites. Combining this book with a judge gives an exciting new way to challenge and improve your programming skills. This book can be used for self-study, for teaching innovative courses in algorithms and programming, and in training for international competition. The problems in this book have been selected from over 1,000 programming problems at the Universidad de Valladolid online judge. The judge has ruled on well over one million submissions from 27,000 registered users around the world to date. We have taken only the best of the best, the most fun, exciting, and interesting problems available. |
| computer science degree plan utd: Computer Science (IT) Advice , The best Computer science (IT) tips for PCs, Smartphones, Tablets for Maintenance and Optimization, Internet Security (Account protection, how to defend yourself from Viruses, make online purchases safely, speed up surfing), tips for Digital Marketing, for the more experienced the Programming, and finally Video Games.) |
| computer science degree plan utd: Beginning Web Programming with HTML, XHTML, and CSS Jon Duckett, 2008-04-15 This beginning guide reviews HTML and also introduces you to using XHTML for the structure of a web page and cascading style sheets (CSS) for controlling how a document should appear on a web page. You?ll learn how to take advantage of the latest features of browsers while making sure that your pages still work in older, but popular, browsers. By incorporating usability and accessibility, you?ll be able to write professional-looking and well-coded web pages that use the latest technologies. |
| computer science degree plan utd: Computer Aided Logical Design with Emphasis on VLSI Frederick J. Hill, Gerald R. Peterson, 1993-02-11 Tied to no particular set of computer-aided logic design tools, it advocates the new emphasis in VLSI design. Includes support of layout synthesis from description in a register transfer level language as well as from design capture. Contains a detailed introduction to Boolean algebra, Karnaugh maps and sequential circuits. In this edition discussion of combination logic has been extended; switching circuits updated; a comprehensive treatment of test generation for VLSI included. |
| computer science degree plan utd: Data Mining Tools for Malware Detection Mehedy Masud, Latifur Khan, Bhavani Thuraisingham, 2016-04-19 Although the use of data mining for security and malware detection is quickly on the rise, most books on the subject provide high-level theoretical discussions to the near exclusion of the practical aspects. Breaking the mold, Data Mining Tools for Malware Detection provides a step-by-step breakdown of how to develop data mining tools for malware d |
| computer science degree plan utd: U.S. visa policy : competition for international scholars, scientists, and skilled workers : hearing , |
| computer science degree plan utd: The Art of Prolog, second edition Leon S. Sterling, Ehud Y. Shapiro, 1994-03-10 This new edition of The Art of Prolog contains a number of important changes. Most background sections at the end of each chapter have been updated to take account of important recent research results, the references have been greatly expanded, and more advanced exercises have been added which have been used successfully in teaching the course. Part II, The Prolog Language, has been modified to be compatible with the new Prolog standard, and the chapter on program development has been significantly altered: the predicates defined have been moved to more appropriate chapters, the section on efficiency has been moved to the considerably expanded chapter on cuts and negation, and a new section has been added on stepwise enhancement—a systematic way of constructing Prolog programs developed by Leon Sterling. All but one of the chapters in Part III, Advanced Prolog Programming Techniques, have been substantially changed, with some major rearrangements. A new chapter on interpreters describes a rule language and interpreter for expert systems, which better illustrates how Prolog should be used to construct expert systems. The chapter on program transformation is completely new and the chapter on logic grammars adds new material for recognizing simple languages, showing how grammars apply to more computer science examples. |
| computer science degree plan utd: Cyber-Physical Systems Security Çetin Kaya Koç, 2018-12-06 The chapters in this book present the work of researchers, scientists, engineers, and teachers engaged with developing unified foundations, principles, and technologies for cyber-physical security. They adopt a multidisciplinary approach to solving related problems in next-generation systems, representing views from academia, government bodies, and industrial partners, and their contributions discuss current work on modeling, analyzing, and understanding cyber-physical systems. |
| computer science degree plan utd: The Construction of Mathematics Klaus Truemper, 2017-03-24 Is mathematics created or discovered? The answer has been debated for centuries. This book answers the question clearly and decisively by applying the concept of language games, invented by the philosopher Wittgenstein to solve difficult philosophical issues. Using the results of modern brain science, the book also explains how it is possible that eminent mathematicians and scientists offer diametrically opposed answers to the question of creation vs. discovery. Interested in the topic but intimidated by mathematics? Not to worry. If you are familiar with the elementary operations of addition, subtraction, multiplication, and division, you can follow the arguments of this book. |
| computer science degree plan utd: Linear Algebra Done Right Sheldon Axler, 1997-07-18 This text for a second course in linear algebra, aimed at math majors and graduates, adopts a novel approach by banishing determinants to the end of the book and focusing on understanding the structure of linear operators on vector spaces. The author has taken unusual care to motivate concepts and to simplify proofs. For example, the book presents - without having defined determinants - a clean proof that every linear operator on a finite-dimensional complex vector space has an eigenvalue. The book starts by discussing vector spaces, linear independence, span, basics, and dimension. Students are introduced to inner-product spaces in the first half of the book and shortly thereafter to the finite- dimensional spectral theorem. A variety of interesting exercises in each chapter helps students understand and manipulate the objects of linear algebra. This second edition features new chapters on diagonal matrices, on linear functionals and adjoints, and on the spectral theorem; some sections, such as those on self-adjoint and normal operators, have been entirely rewritten; and hundreds of minor improvements have been made throughout the text. |
| computer science degree plan utd: Advances in Open Domain Question Answering Tomek Strzalkowski, Sanda Harabagiu, 2006-10-07 This new Springer volume provides a comprehensive and detailed look at current approaches to automated question answering. The level of presentation is suitable for newcomers to the field as well as for professionals wishing to study this area and/or to build practical QA systems. The book can serve as a how-to handbook for IT practitioners and system developers. It can also be used to teach graduate courses in Computer Science, Information Science and related disciplines. |
| computer science degree plan utd: Beyond Mapping National Research Council, Division on Earth and Life Studies, Board on Earth Sciences and Resources, The Mapping Science Committee, Committee on Beyond Mapping: The Challenges of New Technologies in the Geographic Information Sciences, 2006-07-23 Geographic information systems (GIS), the Global Positioning System (GPS), remote sensing, and other information technologies have all changed the nature of work in the mapping sciences and in the professions, industries, and institutions that depend on them for basic research and education. Today, geographic information systems have become central to the ways thousands of government agencies, private companies, and not-for-profit organizations do business. However, the supply of GIS/GIScience professionals has not kept pace with the demand generated by growing needs for more and improved geographic information systems and for more robust geographic data. Beyond Mapping assesses the state of mapping sciences at the beginning of the twenty-first century and identifies the critical national needs for GIS/GIScience professionals. It examines the forces that drive and accompany the need for GIS/GIScience professionals, including technological change, demand for geographic information, and changes in organizations. It assesses education and research needs, including essential training and education, new curriculum challenges and responses, quality assurance in education and training, and organizational challenges. Some of the report's recommendations include more collaboration among academic disciplines, private companies, and government agencies; the implementation of GIS/GIScience at all levels of education; and the development of a coherent, comprehensive research agenda for the mapping sciences. |
| computer science degree plan utd: Redistricting and Representation Thomas Brunell, 2010-04-02 Pundits have observed that if so many incumbents are returned to Congress to each election by such wide margins, perhaps we should look for ways to increase competitiveness – a centerpiece to the American way of life – through redistricting. Do competitive elections increase voter satisfaction? How does voting for a losing candidate affect voters’ attitudes toward government? The not-so-surprising conclusion is that losing voters are less satisfied with Congress and their Representative, but the implications for the way in which we draw congressional and state legislative districts are less straightforward. Redistricting and Representation argues that competition in general elections is not the sine qua non of healthy democracy, and that it in fact contributes to the low levels of approval of Congress and its members. Brunell makes the case for a radical departure from traditional approaches to redistricting – arguing that we need to pack districts with as many like-minded partisans as possible, maximizing the number of winning voters, not losers. |
| computer science degree plan utd: Computerworld , 1974-09-11 For more than 40 years, Computerworld has been the leading source of technology news and information for IT influencers worldwide. Computerworld's award-winning Web site (Computerworld.com), twice-monthly publication, focused conference series and custom research form the hub of the world's largest global IT media network. |
| computer science degree plan utd: The Last Lecture Randy Pausch, Jeffrey Zaslow, 2010 The author, a computer science professor diagnosed with terminal cancer, explores his life, the lessons that he has learned, how he has worked to achieve his childhood dreams, and the effect of his diagnosis on him and his family. |
| computer science degree plan utd: Autonomous Cyber Deception Ehab Al-Shaer, Jinpeng Wei, Kevin W. Hamlen, Cliff Wang, 2019-01-02 This textbook surveys the knowledge base in automated and resilient cyber deception. It features four major parts: cyber deception reasoning frameworks, dynamic decision-making for cyber deception, network-based deception, and malware deception. An important distinguishing characteristic of this book is its inclusion of student exercises at the end of each chapter. Exercises include technical problems, short-answer discussion questions, or hands-on lab exercises, organized at a range of difficulties from easy to advanced,. This is a useful textbook for a wide range of classes and degree levels within the security arena and other related topics. It’s also suitable for researchers and practitioners with a variety of cyber security backgrounds from novice to experienced. |
| computer science degree plan utd: Visual Information Communication Mao Lin Huang, Quang Vinh Nguyen, Kang Zhang, 2009-10-20 Visual communication through graphical and sign languages has long been conducted among human beings of different backgrounds and cultures, and in recent decades between human and machine. In today's digital world, visual information is typically encoded with various metaphors commonly used in daily life to facilitate rapid comprehension and easy analysis during the communication process. Visual information communication generally encompasses information visualization, graphical user-interfaces, visual analytics, visual languages and multi-media processing. It has been successfully employed in knowledge discovery, end-user programming, modeling, rapid systems prototyping, education, and design activities by people of many disciplines including architects, artists, children, engineers, and scientists. In addition, visual information is increasingly being used to facilitate human-human communication through the Internet and Web technology, and electronic mobile devices. This manuscript provides the cutting-edge techniques, approaches and the latest ongoing researches in the context of visual information communication. It is a collection of 24 chapters selected from more than 60 submissions to the VINCI'09 - 2009 Visual Information Communications International Conference, that is held in Sydney Australia, September 2009. These chapters were selected through a stringent review process to ensure their high standard in quality, significance and relevance. Each chapter was reviewed by at least two international Program Committee members of VINCI’09. The book covers a broad range of contents in five key sub-areas of visual information communication, including. |
| computer science degree plan utd: Knowledge Representation, Reasoning, and the Design of Intelligent Agents Michael Gelfond, Yulia Kahl, 2014-03-10 Knowledge representation and reasoning is the foundation of artificial intelligence, declarative programming, and the design of knowledge-intensive software systems capable of performing intelligent tasks. Using logical and probabilistic formalisms based on answer set programming (ASP) and action languages, this book shows how knowledge-intensive systems can be given knowledge about the world and how it can be used to solve non-trivial computational problems. The authors maintain a balance between mathematical analysis and practical design of intelligent agents. All the concepts, such as answering queries, planning, diagnostics, and probabilistic reasoning, are illustrated by programs of ASP. The text can be used for AI-related undergraduate and graduate classes and by researchers who would like to learn more about ASP and knowledge representation. |
| computer science degree plan utd: Bioinformatics and Computational Biology Hamid R. Arabnia, Fernando G. Tinetti, Quoc-Nam Tran, 2020-03-13 Proceedings of the 2019 International Conference on Bioinformatics & Computational Biology (BIOCOMP'19) held July 29th - August 1st, 2019 in Las Vegas, Nevada. |
| computer science degree plan utd: Probability and Statistics for Computer Scientists, Second Edition Michael Baron, 2013-08-05 Student-Friendly Coverage of Probability, Statistical Methods, Simulation, and Modeling Tools Incorporating feedback from instructors and researchers who used the previous edition, Probability and Statistics for Computer Scientists, Second Edition helps students understand general methods of stochastic modeling, simulation, and data analysis; make optimal decisions under uncertainty; model and evaluate computer systems and networks; and prepare for advanced probability-based courses. Written in a lively style with simple language, this classroom-tested book can now be used in both one- and two-semester courses. New to the Second Edition Axiomatic introduction of probability Expanded coverage of statistical inference, including standard errors of estimates and their estimation, inference about variances, chi-square tests for independence and goodness of fit, nonparametric statistics, and bootstrap More exercises at the end of each chapter Additional MATLAB® codes, particularly new commands of the Statistics Toolbox In-Depth yet Accessible Treatment of Computer Science-Related Topics Starting with the fundamentals of probability, the text takes students through topics heavily featured in modern computer science, computer engineering, software engineering, and associated fields, such as computer simulations, Monte Carlo methods, stochastic processes, Markov chains, queuing theory, statistical inference, and regression. It also meets the requirements of the Accreditation Board for Engineering and Technology (ABET). Encourages Practical Implementation of Skills Using simple MATLAB commands (easily translatable to other computer languages), the book provides short programs for implementing the methods of probability and statistics as well as for visualizing randomness, the behavior of random variables and stochastic processes, convergence results, and Monte Carlo simulations. Preliminary knowledge of MATLAB is not required. Along with numerous computer science applications and worked examples, the text presents interesting facts and paradoxical statements. Each chapter concludes with a short summary and many exercises. |
| computer science degree plan utd: Engineering Software as a Service Armando Fox, David A. Patterson, 2016 (NOTE: this Beta Edition may contain errors. See http://saasbook.info for details.) A one-semester college course in software engineering focusing on cloud computing, software as a service (SaaS), and Agile development using Extreme Programming (XP). This book is neither a step-by-step tutorial nor a reference book. Instead, our goal is to bring a diverse set of software engineering topics together into a single narrative, help readers understand the most important ideas through concrete examples and a learn-by-doing approach, and teach readers enough about each topic to get them started in the field. Courseware for doing the work in the book is available as a virtual machine image that can be downloaded or deployed in the cloud. A free MOOC (massively open online course) at saas-class.org follows the book's content and adds programming assignments and quizzes. See http://saasbook.info for details.(NOTE: this Beta Edition may contain errors. See http://saasbook.info for details.) A one-semester college course in software engineering focusing on cloud computing, software as a service (SaaS), and Agile development using Extreme Programming (XP). This book is neither a step-by-step tutorial nor a reference book. Instead, our goal is to bring a diverse set of software engineering topics together into a single narrative, help readers understand the most important ideas through concrete examples and a learn-by-doing approach, and teach readers enough about each topic to get them started in the field. Courseware for doing the work in the book is available as a virtual machine image that can be downloaded or deployed in the cloud. A free MOOC (massively open online course) at saas-class.org follows the book's content and adds programming assignments and quizzes. See http://saasbook.info for details. |
| computer science degree plan utd: Strategic Information Systems and Technologies in Modern Organizations Howard, Caroline, Hargiss, Kathleen, 2017-01-25 The role of technology in business environments has become increasingly pivotal in recent years. These innovations allow for improved process management, productivity, and competitive advantage. Strategic Information Systems and Technologies in Modern Organizations is an authoritative reference source for the latest academic research on the implementation of various technological tools for increased organizational productivity and management. Highlighting relevant case studies, empirical analyses, and critical business strategies, this book is ideally designed for professionals, researchers, academics, upper-level students, and managers interested in recent developments of technology in business settings. |
| computer science degree plan utd: Symbolic Logic and Mechanical Theorem Proving Chin-Liang Chang, Richard Char-Tung Lee, 2014-06-28 This book contains an introduction to symbolic logic and a thorough discussion of mechanical theorem proving and its applications. The book consists of three major parts. Chapters 2 and 3 constitute an introduction to symbolic logic. Chapters 4-9 introduce several techniques in mechanical theorem proving, and Chapters 10 an 11 show how theorem proving can be applied to various areas such as question answering, problem solving, program analysis, and program synthesis. |
| computer science degree plan utd: Software Visualization Kang Zhang, 2012-12-06 Software Visualization: From Theory to Practice was initially selected as a special volume for The Annals of Software Engineering (ANSE) Journal, which has been discontinued. This special edited volume, is the first to discuss software visualization in the perspective of software engineering. It is a collection of 14 chapters on software visualization, covering the topics from theory to practical systems. The chapters are divided into four Parts: Visual Formalisms, Human Factors, Architectural Visualization, and Visualization in Practice. They cover a comprehensive range of software visualization topics, including *Visual programming theory and techniques for rapid software prototyping and graph visualization, including distributed programming; *Visual formalisms such as Flowchart, Event Graph, and Process Communication Graph; *Graph-oriented distributed programming; *Program visualization for software understanding, testing/debugging and maintenance; *Object-oriented re-design based on legacy procedural software; *Cognitive models for designing software exploration tools; *Human comprehensibility of visual modeling diagrams in UML; *UML extended with pattern compositions for software reuse; *Visualization of software architecture and Web architecture for better understanding; *Visual programming and program visualization for music synthesizers; *Drawing diagrams nicely using clustering techniques for software engineering. |
| computer science degree plan utd: Programming with Constraints Kim Marriott, Peter J. Stuckey, 1998 Constraints; Simplification, optimization and implication; Finite constraint domains; Constraint logic programming; Simple modeling; Using data structures; Controlling search; Modelling with finite domain constraints; Advanced programming techniques; CLP systems; Other constraint programming languages; Constraint databases; Index. |
| computer science degree plan utd: Optical Networks — Recent Advances Lu Ruan, Ding-Zhu Du, 2001-09-30 Optical Networks with terabits per second bandwith have received significant interest from both researchers and practitioners. This book captures a collection of research and survey papers presenting the most recent developments in this exciting area. Contributions are from active researchers and cover a wide range of topics, including static and dynamic wavelength assignment algorithms, optimized wavelength converter allocation, traffic scheduling for QoS support, connection management, multicast routing, terabit packet switch architectures, multifiber networks, and multistage interconnection networks. The articles summarize the existing techniques, current developments and future directions as well as propose novel solutions to some important problems. Audience: The book is an ideal reference for researchers, engineers and students interested in optical networks to learn about current research activity and guide their own research. |
| computer science degree plan utd: Digital Crime and Forensic Science in Cyberspace Kanellis, Panagiotis, 2006-04-30 Digital forensics is the science of collecting the evidence that can be used in a court of law to prosecute the individuals who engage in electronic crime--Provided by publisher. |
| computer science degree plan utd: Secure Data Science Bhavani Thuraisingham, Murat Kantarcioglu, Latifur Khan, 2022-04-27 Secure data science, which integrates cyber security and data science, is becoming one of the critical areas in both cyber security and data science. This is because the novel data science techniques being developed have applications in solving such cyber security problems as intrusion detection, malware analysis, and insider threat detection. However, the data science techniques being applied not only for cyber security but also for every application area—including healthcare, finance, manufacturing, and marketing—could be attacked by malware. Furthermore, due to the power of data science, it is now possible to infer highly private and sensitive information from public data, which could result in the violation of individual privacy. This is the first such book that provides a comprehensive overview of integrating both cyber security and data science and discusses both theory and practice in secure data science. After an overview of security and privacy for big data services as well as cloud computing, this book describes applications of data science for cyber security applications. It also discusses such applications of data science as malware analysis and insider threat detection. Then this book addresses trends in adversarial machine learning and provides solutions to the attacks on the data science techniques. In particular, it discusses some emerging trends in carrying out trustworthy analytics so that the analytics techniques can be secured against malicious attacks. Then it focuses on the privacy threats due to the collection of massive amounts of data and potential solutions. Following a discussion on the integration of services computing, including cloud-based services for secure data science, it looks at applications of secure data science to information sharing and social media. This book is a useful resource for researchers, software developers, educators, and managers who want to understand both the high level concepts and the technical details on the design and implementation of secure data science-based systems. It can also be used as a reference book for a graduate course in secure data science. Furthermore, this book provides numerous references that would be helpful for the reader to get more details about secure data science. |
| computer science degree plan utd: Life and Times of Dionysius the Divine Dionysius the Divine, 2011-04-30 Seeker of Truth, Justice, Knowledge, Wisdom and Universally Applicable Truth Teacher of Intellectual and Spiritual Enlightenment No Theological or Cultural Boundaries From Blind Faith to Knowledge Faith Love, Life, Health, Success, Happiness, Religion, Intelligent Design, America (a Christian Nation), and Enlightened Christianity |
| computer science degree plan utd: Humanities Scholar in Residence National Endowment for the Humanities. Division of Education Programs, 1997 |
| computer science degree plan utd: An Age of Infidels Eric R. Schlereth, 2013-04-09 Eric R. Schlereth places religious conflicts between deists and their opponents at the center of early American public life. This history recasts the origins of cultural politics in the United States by exploring how everyday Americans navigated questions of religious truth and difference in an age of emerging religious liberty. |
| computer science degree plan utd: Semiconductor Nanolasers Qing Gu, Yeshaiahu Fainman, 2017-02-16 This unique resource explains the fundamental physics of semiconductor nanolasers, and provides detailed insights into their design, fabrication, characterization, and applications. Topics covered range from the theoretical treatment of the underlying physics of nanoscale phenomena, such as temperature dependent quantum effects and active medium selection, to practical design aspects, including the multi-physics cavity design that extends beyond pure electromagnetic consideration, thermal management and performance optimization, and nanoscale device fabrication and characterization techniques. The authors also discuss technological applications of semiconductor nanolasers in areas such as photonic integrated circuits and sensing. Providing a comprehensive overview of the field, detailed design and analysis procedures, a thorough investigation of important applications, and insights into future trends, this is essential reading for graduate students, researchers, and professionals in optoelectronics, applied photonics, physics, nanotechnology, and materials science. |
| computer science degree plan utd: Developing and Securing the Cloud Bhavani Thuraisingham, 2013-10-28 Although the use of cloud computing platforms and applications has expanded rapidly, most books on the subject focus on high-level concepts. There has long been a need for a book that provides detailed guidance on how to develop secure clouds. Filling this void, Developing and Securing the Cloud provides a comprehensive overview of cloud computing technology. Supplying step-by-step instruction on how to develop and secure cloud computing platforms and web services, it includes an easy-to-understand, basic-level overview of cloud computing and its supporting technologies. Presenting a framework for secure cloud computing development, the book describes supporting technologies for the cloud such as web services and security. It details the various layers of the cloud computing framework, including the virtual machine monitor and hypervisor, cloud data storage, cloud data management, and virtual network monitor. It also provides several examples of cloud products and prototypes, including private, public, and U.S. government clouds. Reviewing recent developments in cloud computing, the book illustrates the essential concepts, issues, and challenges in developing and securing today’s cloud computing platforms and applications. It also examines prototypes built on experimental cloud computing systems that the author and her team have developed at the University of Texas at Dallas. This diverse reference is suitable for those in industry, government, and academia. Technologists will develop the understanding required to select the appropriate tools for particular cloud applications. Developers will discover alternative designs for cloud development, and managers will understand if it’s best to build their own clouds or contract them out. |
| computer science degree plan utd: Analyzing and Securing Social Networks Bhavani Thuraisingham, Satyen Abrol, Raymond Heatherly, Murat Kantarcioglu, Vaibhav Khadilkar, Latifur Khan, 2016-04-06 Analyzing and Securing Social Networks focuses on the two major technologies that have been developed for online social networks (OSNs): (i) data mining technologies for analyzing these networks and extracting useful information such as location, demographics, and sentiments of the participants of the network, and (ii) security and privacy technolo |
| computer science degree plan utd: Science John Michels (Journalist), 2007 |
| computer science degree plan utd: Privacy Protection Measures and Technologies in Business Organizations: Aspects and Standards Yee, George O.M., 2011-12-31 This book is a collection of research on privacy protection technologies and their application in business organizations--Provided by publisher. |
| computer science degree plan utd: Statistical Machine Learning Richard Golden, 2020-06-24 The recent rapid growth in the variety and complexity of new machine learning architectures requires the development of improved methods for designing, analyzing, evaluating, and communicating machine learning technologies. Statistical Machine Learning: A Unified Framework provides students, engineers, and scientists with tools from mathematical statistics and nonlinear optimization theory to become experts in the field of machine learning. In particular, the material in this text directly supports the mathematical analysis and design of old, new, and not-yet-invented nonlinear high-dimensional machine learning algorithms. Features: Unified empirical risk minimization framework supports rigorous mathematical analyses of widely used supervised, unsupervised, and reinforcement machine learning algorithms Matrix calculus methods for supporting machine learning analysis and design applications Explicit conditions for ensuring convergence of adaptive, batch, minibatch, MCEM, and MCMC learning algorithms that minimize both unimodal and multimodal objective functions Explicit conditions for characterizing asymptotic properties of M-estimators and model selection criteria such as AIC and BIC in the presence of possible model misspecification This advanced text is suitable for graduate students or highly motivated undergraduate students in statistics, computer science, electrical engineering, and applied mathematics. The text is self-contained and only assumes knowledge of lower-division linear algebra and upper-division probability theory. Students, professional engineers, and multidisciplinary scientists possessing these minimal prerequisites will find this text challenging yet accessible. About the Author: Richard M. Golden (Ph.D., M.S.E.E., B.S.E.E.) is Professor of Cognitive Science and Participating Faculty Member in Electrical Engineering at the University of Texas at Dallas. Dr. Golden has published articles and given talks at scientific conferences on a wide range of topics in the fields of both statistics and machine learning over the past three decades. His long-term research interests include identifying conditions for the convergence of deterministic and stochastic machine learning algorithms and investigating estimation and inference in the presence of possibly misspecified probability models. |
| computer science degree plan utd: Cyber Deception Sushil Jajodia, V.S. Subrahmanian, Vipin Swarup, Cliff Wang, 2016-07-22 This edited volume features a wide spectrum of the latest computer science research relating to cyber deception. Specifically, it features work from the areas of artificial intelligence, game theory, programming languages, graph theory, and more. The work presented in this book highlights the complex and multi-facted aspects of cyber deception, identifies the new scientific problems that will emerge in the domain as a result of the complexity, and presents novel approaches to these problems. This book can be used as a text for a graduate-level survey/seminar course on cutting-edge computer science research relating to cyber-security, or as a supplemental text for a regular graduate-level course on cyber-security. |
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