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301
Machine Learning Solutions : Expert techniques to tackle complex machine learning problems using Python.
Published 2018Table of Contents: “…Cover; Copyright; Foreword; Contributors; Table of Contents; Preface; Chapter 1: Credit Risk Modeling; Introducing the problem statement; Understanding the dataset; Understanding attributes of the dataset; Data analysis; Data preprocessing; Basic data analysis followed by data preprocessing; Number of dependents; Feature engineering for the baseline model; Finding out Feature importance; Selecting machine learning algorithms; K-Nearest Neighbor (KNN); Logistic regression; AdaBoost; GradientBoosting; RandomForest; Training the baseline model; Understanding the testing matrix.…”
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Electronic eBook -
302
Fractional order analysis : theory, methods and applications
Published 2020Full text (MFA users only)
Electronic eBook -
303
Aggregating Dialectology, Typology, and Register Analysis : Linguistic Variation in Text and Speech
Published 2014Table of Contents: “…Kretzschmar -- A weakly supervised multivariate approach to the study of language variation / Sascha Diwersy, Stefan Evert, and Stella Neumann -- Semantic weighting mechanisms in scalable lexical sociolectometry / Tom Ruette, Dirk Geeraerts, Yves Peirsman and Dirk Speelman -- Temperature in the word space : Sense exploration of temperature expressions using word-space modelling / Maria Koptjevskaja-Tamm and Magnus Sahlgren -- The perfect map : Investigating the cross-linguistic distribution of TAME categories in a parallel corpus / Östen Dahl -- Explorations into variation across Slavic : Taking a bottom-up approach / Ruprecht von Waldenfels -- Where Alice fell into : Motion events from a parallel corpus / Annemarie Verkerk -- Algorithmic typology and going from known to similar unknown categories within and across languages / Bernhard Wälchli -- Inducing place distinctions of consonants from their distribution in words / Thomas Mayer -- Laws of language and text in quantitative and synergetic linguistics / Reinhard Köhler.…”
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304
Elements of algebraic coding systems
Published 2014Table of Contents: “…Constructing f-reducing polynomials -- 7.1 Introduction -- 7.2 Factoring polynomials over large finite fields -- 7.2.1 Resultant -- 7.2.2 Algorithm for factorization based on the resultant -- 7.2.3 The Zassenhaus algorithm -- 7.3 Finding roots of polynomials over finite fields -- 7.3.1 Finding roots when p is large -- 7.3.2 Finding roots when q = pm is large but p is small -- 7.4 Problems with solutions.…”
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305
Pulmonary arterial hypertension : diagnosis and evidence-based treatment
Published 2008Table of Contents: “…Combination therapy in pulmonary arterial hypertension / Anne Keogh and Marius Hoeper -- Interventional and surgical modalities of treatment for pulmonary arterial hypertension / Julio Sandoval and Ramona Doyle -- End points and clinical trial design in pulmonary arterial hypertension : clinical and regulatory perspectives / Andrew J. …”
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306
Verification of communication protocols in web services : model-checking service compositions
Published 2013Table of Contents: “…8.2 Overview of the Problem and Solution8.3 Related Work; 8.4 Colored Petri Net Semantics for BPEL; 8.4.1 Component A; 8.4.2 Component B; 8.4.3 Object Model for BPEL Activities; 8.4.4 XML Templates; 8.4.5 Algorithm for Cloning Templates; 8.5 Results; 8.6 Discussion; 8.7 Summary; References; 9 CONCLUSIONS AND OUTLOOK; 9.1 Results; 9.2 Discussion; 9.3 What Could Be Improved?…”
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307
Advances in Chemical Physics, Quantum Information and Computation for Chemistry.
Published 2014Full text (MFA users only)
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308
Regulatory genomics : proceedings of the 3rd annual RECOMB workshop : National University of Singapore, Singapore 17-18 July 2006
Published 2008Table of Contents: “…Redundancy elimination in motif discovery algorithms / H. Leung and F. Chin. GAMOT: an efficient genetic algorithm for finding challenging motifs in DNA sequences / N. …”
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Electronic Conference Proceeding eBook -
309
Solving polynomial equation systems. I, The Kronecker-Duval philosophy
Published 2003Full text (MFA users only)
Electronic eBook -
310
Ieee series on digital & mobile communication : fundamentals of convolutional coding (2nd edition).
Published 2015Full text (MFA users only)
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311
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313
Global optimization methods in geophysical inversion
Published 2013Full text (MFA users only)
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314
There's Something about Gödel : The Complete Guide to the Incompleteness Theorem.
Published 2009Table of Contents: “…. -- 6 ... and the unsatisfied logicists, Frege and Russell -- 7 Bits of set theory -- 8 The Abstraction Principle -- 9 Bytes of set theory -- 10 Properties, relations, functions, that is, sets again -- 11 Calculating, computing, enumerating, that is, the notion of algorithm…”
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315
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316
Clinical Atlas of Canine and Feline Dermatology
Published 2019Full text (MFA users only)
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317
Meeting security challenges through data analytics and decision support
Published 2016Table of Contents: “…Counter Terrorism: Methodology and Applications; Arguing About Uncertain Heterogeneous Information for Threat Assessment; Intelligence Analysis: Needs and Solutions; Building Agile Human/Machine Teams with Controlled Natural Language; Military Usages of Speech and Language Technologies: A Review; Comparative Studies on Using Semantic Filtering for Open Relation Identification; Towards an Integration of Fusion of Information and Analytics Technologies (FIAT) to Improve Dependability and Security in Complex Systems; Data Fusion and Response Management.…”
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Cognitive Electronic Warfare : An Artificial Intelligence Approach.
Published 2021Table of Contents: “…-- 1.5 Reader's Guide -- 1.6 Conclusion -- References -- 2 Objective Function -- 2.1 Observables That Describe the Environment -- 2.1.1 Clustering Environments -- 2.2 Control Parameters to Change Behavior -- 2.3 Metrics to Evaluate Performance -- 2.4 Creating a Utility Function -- 2.5 Utility Function Design Considerations -- 2.6 Conclusion -- References -- 3 ML Primer -- 3.1 Common ML Algorithms -- 3.1.1 SVMs -- 3.1.2 ANNs -- 3.2 Ensemble Methods -- 3.3 Hybrid ML -- 3.4 Open-Set Classification -- 3.5 Generalization and Meta-learning -- 3.6 Algorithmic Trade-Offs -- 3.7 Conclusion -- References -- 4 Electronic Support -- 4.1 Emitter Classification and Characterization -- 4.1.1 Feature Engineering and Behavior Characterization -- 4.1.2 Waveform Classification -- 4.1.3 SEI -- 4.2 Performance Estimation -- 4.3 Multi-Intelligence Data Fusion -- 4.3.1 Data Fusion Approaches -- 4.3.2 Example: 5G Multi-INT Data Fusion for Localization -- 4.3.3 Distributed-Data Fusion -- 4.4 Anomaly Detection -- 4.5 Causal Relationships -- 4.6 Intent Recognition -- 4.6.1 Automatic Target Recognition and Tracking -- 4.7 Conclusion -- References -- 5 EP and EA -- 5.1 Optimization -- 5.1.1 Multi-Objective Optimization -- 5.1.2 Searching Through the Performance Landscape -- 5.1.3 Optimization Metalearning -- 5.2 Scheduling -- 5.3 Anytime Algorithms -- 5.4 Distributed Optimization -- 5.5 Conclusion.…”
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320
Entrepreneurship in technology for ASEAN
Published 2017Table of Contents: “…2.1.1 Environmental Studies2.1.2 Economic Studies; 2.1.3 Social Causes; 2.1.4 Health Causes; 2.2 Spatial Data Analysis Approaches; 2.2.1 CURE Algorithm; 2.2.2 CHAMELEON Algorithm; 2.2.3 DBSCAN Algorithm; 2.2.4 k-Means Algorithm; 2.2.5 RANKPRO; 2.2.6 STING; 2.2.7 Wave Cluster; 2.3 Findings from Literature Review; 3 Methodology; 3.1 Data Description; 4 Theory and Calculation; 5 Results; 6 Discussion; 7 Conclusion; References; 4 Factors Influencing Implementation of Lean Manufacturing: Case on Manufacturing in Indonesia; Abstract; 1 Introduction; 2 Literature Review; 2.1 Lean Manufacturing.…”
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Electronic Conference Proceeding eBook