Towards Advanced Data Analysis by Combining Soft Computing and Statistics, Christian Borgelt; Mar?a ?ngeles Gil; Jo?o M.C. So

Автор: Enric Trillas; Piero P. Bonissone; Luis Magdalena;
Название: Combining Experimentation and Theory
ISBN: 3642442390 ISBN-13(EAN): 9783642442391
Издательство: Springer
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Описание: In celebration of the work of Abe Mamdani, one of the founders of fuzzy logic control, this work examines the key challenges and opportunities facing fuzziness at present, as well as the potential obstacles to future progress in researching this vital field.

Автор: Ioannis Hatzilygeroudis; Vasile Palade; Jim Prentz
Название: Advances in Combining Intelligent Methods
ISBN: 3319461990 ISBN-13(EAN): 9783319461991
Издательство: Springer
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Описание: Complex problems usually cannot be solved by individual methods or techniques and require the synergism of more than one of them to be solved. This book presents a number of current efforts that use combinations of methods or techniques to solve complex problems in the areas of sentiment analysis, search in GIS, graph-based social networking, intelligent e-learning systems, data mining and recommendation systems. Most of them are connected with specific applications, whereas the rest are combinations based on principles. Most of the chapters are extended versions of the corresponding papers presented in CIMA-15 Workshop, which took place in conjunction with IEEE ICTAI-15, in November 2015. The rest are invited papers that responded to special call for papers for the book. The book is addressed to researchers and practitioners from academia or industry, who are interested in using combined methods in solving complex problems in the above areas.

Автор: Silvio Ghilardi; Roberto Sebastiani
Название: Frontiers of Combining Systems
ISBN: 364204221X ISBN-13(EAN): 9783642042218
Издательство: Springer
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Описание: This book constitutes the refereed proceedings of the 7th International Symposium on Frontiers of Combining Systems, FroCoS 2007, held in Trento, Italy, September 16-18, 2009. combination issues in rewriting and programming as well as in logical frameworks and theorem proving systems.

Автор: Clare Dixon; Marcelo Finger
Название: Frontiers of Combining Systems
ISBN: 3319661663 ISBN-13(EAN): 9783319661667
Издательство: Springer
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Описание: This book constitutes the proceedings of the 11th International Symposium on Frontiers of Combining Systems, FroCoS 2017, held in Brasilia, Bazil, in September 2017.

Автор: F. Baader; K.U. Schulz
Название: Frontiers of Combining Systems
ISBN: 9401066434 ISBN-13(EAN): 9789401066433
Издательство: Springer
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Описание: First International Workshop, Munich, March 1996

Автор: Carsten Lutz; Silvio Ranise
Название: Frontiers of Combining Systems
ISBN: 3319242458 ISBN-13(EAN): 9783319242453
Издательство: Springer
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Описание: This book constitutes the proceedings of the 10th International Symposium on Frontiers of Combining Systems, FroCoS 2015, held in Wroclaw, Poland, in September 2015. The 20 papers presented in this volume were carefully reviewed and selected from 34 submissions. decision procedures; decision procedures for verification;

Автор: Pascal Fontaine; Christophe Ringeissen; Renate Sch
Название: Frontiers of Combining Systems
ISBN: 3642408842 ISBN-13(EAN): 9783642408847
Издательство: Springer
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Описание: Invited Talk 1.- MetiTarski's Menagerie of Cooperating Systems.- Inductive Theorem Proving.- Combining Superposition and Induction: A Practical Realization.- Arrays and Memory Access Optimization.- Definability of Accelerated Relations in a Theory of Arrays and Its Applications.- Verification of Composed Array-Based Systems with Applications to Security-Aware Workflows.- Presburger Arithmetic in Memory Access Optimization for Data-Parallel Languages.- Approximation and Forgetting.- Roughening the EL Envelope.- Uniform Interpolation of ALC-Ontologies Using Fixpoints.- Abduction in Logic Programming as Second-Order Quantifier Elimination.- Invited Talk 2.- Witness Runs for Counter Machines.- Temporal and Description Logic Techniques.- Decidability and Complexity via Mosaics of the Temporal Logic of the Lexicographic Products of Unbounded Dense Linear Orders.- Temporal Query Answering in the Description Logic DL-Lite.- Verification of Golog Programs over Description Logic Actions.- Invited Talk 3.- Specification and Verification of Linear Dynamical Systems: Advances and Challenges.- Theorem Proving with Theories and Sorts.- Obtaining Finite Local Theory Axiomatizations via Saturation.- Non-cyclic Sorts for First-Order Satisfiability.- Detection of First Order Axiomatic Theories.- Mechanizing the Metatheory of Sledgehammer.- Invited Talk 4.- From Resolution and DPLL to Solving Arithmetic Constraints.- Modal Logic and Description Logic.- Tableaux for Relation-Changing Modal Logics.- Computing Minimal Models Modulo Subset-Simulation for Modal Logics.- Hybrid Unification in the Description Logic EL.- Rewriting.- Disproving Confluence of Term Rewriting Systems by Interpretation and Ordering.- On Forward Closure and the Finite Variant Property.- Term Rewriting with Logical Constraints.

Автор: Przemyslaw Grzegorzewski; Marek Gagolewski; Olgier
Название: Strengthening Links Between Data Analysis and Soft Computing
ISBN: 331910764X ISBN-13(EAN): 9783319107646
Издательство: Springer
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Описание: This book gathers contributions presented at the 7th International Conference on Soft Methods in Probability and Statistics SMPS 2014, held in Warsaw (Poland) on September 22-24, 2014.

Автор: Alessandro Armando
Название: Frontiers of Combining Systems
ISBN: 3540433813 ISBN-13(EAN): 9783540433811
Издательство: Springer
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Описание: Constitutes the refereed proceedings of the 4th International Conference on Frontiers of Combining Systems held in Italy in 2002. The 14 revised full papers and 3 invited papers cover combination of logics, of constraint solving techniques, of decision procedures, combination problems and more.

Автор: Unwin
Название: Graphical Data Analysis with R
ISBN: 1498715230 ISBN-13(EAN): 9781498715232
Издательство: Taylor&Francis
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Описание:

See How Graphics Reveal Information

Graphical Data Analysis with R shows you what information you can gain from graphical displays. The book focuses on why you draw graphics to display data and which graphics to draw (and uses R to do so). All the datasets are available in R or one of its packages and the R code is available at rosuda.org/GDA.

Graphical data analysis is useful for data cleaning, exploring data structure, detecting outliers and unusual groups, identifying trends and clusters, spotting local patterns, evaluating modelling output, and presenting results. This book guides you in choosing graphics and understanding what information you can glean from them. It can be used as a primary text in a graphical data analysis course or as a supplement in a statistics course. Colour graphics are used throughout.