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161
STAIRS 2010 : Proceedings of the Fifth Starting AI Researchers' Symposium.
Published 2010Table of Contents: “…; Generative Structure Learning for Markov Logic Networks; Learning Fuzzy Models of User Interests in a Semantic Information Retrieval System; Ontology-Based Document and Query Representation May Improve the Effectiveness of Information Retrieval.…”
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162
Deep Learning with Pytorch Quick Start Guide : Learn to Train and Deploy Neural Network Models in Python.
Published 2018Full text (MFA users only)
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163
Natural language processing with TensorFlow : teach language to machines using Python's deep learning library
Published 2018Table of Contents: “…WordNet -- using an external lexical knowledge base for learning word representationsTour of WordNet; Problems with WordNet; One-hot encoded representation; The TF-IDF method; Co-occurrence matrix; Word2vec -- a neural network-based approach to learning word representation; Exercise: is queen = king -- he + she?; Designing a loss function for learning word embeddings; The skip-gram algorithm; From raw text to structured data; Learning the word embeddings with a neural network; Formulating a practical loss function; Efficiently approximating the loss function.…”
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165
Advances in digital technologies : proceedings of the 6th International Conference on Applications of Digital Information and Web Technologies 2015
Published 2015Table of Contents: “…Application of Genetic Algorithms to Context-Sensitive Text MiningA Decision Tree Classification Model for Determining the Location for Solar Power Plant; A Framework for Multi-Label Learning Using Label Ranking and Correlation; A Comparative Analysis of Pruning Methods for C4.5 and Fuzzy C4.5; Subject Index; Author Index.…”
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166
Logic and Discrete Mathematics : A Concise Introduction, Solutions Manual.
Published 2015Table of Contents: “…Valid and invalid propositional inferences -- 3.3 Semantic tableaux -- 3.4 Logical equivalences. Negating propositional formulae -- 3.5 Normal forms. …”
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167
Logic and Discrete Mathematics : A Concise Introduction.
Published 2015Table of Contents: “…Valid and invalid propositional inferences -- 3.3 The concept and use of deductive systems -- 3.4 Semantic tableaux -- 3.5 Logical equivalences. Negating propositional formulae -- 3.6 Normal forms. …”
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168
Anaphora Resolution.
Published 2014Table of Contents: “…2.1.2 Syntactic knowledge2.1.3 Semantic knowledge; 2.1.4 Discourse knowledge; 2.1.5 Real-world (common-sense) knowledge; 2.2 Anaphora resolution in practice; 2.2.1 Identification of anaphors; 2.2.1.1 Identification of anaphoric pronouns; 2.2.1.2 Identification of anaphoric noun phrases; 2.2.1.3 Tools and resources for the identification of anaphors; 2.2.2 Location of the candidates for antecedents; 2.2.2.1 The search scope of candidates for antecedent; 2.2.2.2 Tools and resources needed for the location of potential candidates; 2.2.3 The resolution algorithm: factors in anaphora resolution.…”
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169
Enterprise AI for Dummies.
Published 2020Table of Contents: “…Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Strong, Weak, General, and Narrow -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Exploring Practical AI and How It Works -- Chapter 1 Demystifying Artificial Intelligence -- Understanding the Demand for AI -- Converting big data into actionable information -- Relieving global cost pressure -- Accelerating product development and delivery -- Facilitating mass customization -- Identifying the Enabling Technology -- Processing -- Algorithms…”
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170
Insight into Theoretical and Applied Informatics : Introduction to Information Technologies and Computer Science.
Published 2015Table of Contents: “…1.2.7 Informatics and Economics1.3 Information Theory; 1.3.1 Quantities of Information; 1.3.1.1 Units for Measuring Computer Information; 1.3.1.2 Quantities of Information in Information Theory; 1.3.2 Coding Theory; 1.3.3 Semiotics; 1.3.3.1 Computational Semiotics; 2 Algorithmics; 2.1 The Science of Algorithms; 2.1.1 Algorithm Design; 2.1.2 Algorithmic Complexity Theory; 2.1.3 Algorithm Analysis; 2.2 Data Science (Datalogy); 2.2.1 Raw Data; 2.2.2 Data Structures; 2.2.3 Data Analysis (Data Analytics); 2.2.4 Data Mining; 3 Computer Programming; 3.1 Computer Programming Languages.…”
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171
Recent Advances in Natural Language Processing : Selected Papers from RANLP'95
Published 1997Table of Contents: “…An augmented Earley algorithm for repair; 5.1 String representations; 5.2 Augmentations to the standard algorithm; 5.3 The augmented algorithm; 5.4 Remarks; 6 Conclusion; REFERENCES; Parsing for Targeted Errors in Controlled Languages; Abstract; 1. …”
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172
Java Deep Learning Projects : Implement 10 Real-World Deep Learning Applications Using Deeplearning4j and Open Source APIs.
Published 2018Table of Contents: “…; Artificial Neural Networks; Biological neurons; A brief history of ANNs; How does an ANN learn?; ANNs and the backpropagation algorithm; Forward and backward passes; Weights and biases; Weight optimization; Activation functions.…”
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173
Optimization advances in electric power systems
Published 2008Table of Contents: “…Unreliability Costs -- 3.5. Proposed Algorithms -- 3.5.1. ES and TS Algorithms -- 3.5.2. …”
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174
Tales of Literacy for the 21st Century : the Literary Agenda.
Published 2016Table of Contents: “…; Deep reading and what comes next; A first algorithm for what comes next; Notes; 7: A Tale of Hope for Non-Literate Children.…”
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175
Challenges and opportunities of HealthGrids : proceedings of Healthgrid 2006
Published 2006Table of Contents: “…Early Diagnosis of Alzheimer's Disease Using a Grid Implementation of Statistical Parametric Mapping AnalysisUsing the Grid to Analyze the Pharmacokinetic Modelling After Contrast Administration in Dynamic MRI; Medical Image Registration Algorithms Assessment: Bronze Standard Application Enactment on Grids Using the MOTEUR Workflow Engine; Ethical, Legal and Privacy Issues on HealthGrids; The Ban on Processing Medical Data in European Law: Consent and Alternative Solutions to Legitimate Processing of Medical Data in HealthGrid.…”
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176
Advanced materials, mechanics and industrial engineering : selected, peer reviewed papers from the 2014 4th International Conference on Mechanics, Simulation and Control (ICMSC 201...
Published 2014Full text (MFA users only)
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177
Data clustering in C++ : an object-oriented approach
Published 2011Full text (MFA users only)
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178
Iaeng transactions on electrical engineering. Vol. 1, Special issue of the International Multiconference of Engineers and Computer Scientists 2012
Published 2013Table of Contents: “…Pawar -- Web services for chronic pain monitoring / Nuno Goncalo Coelho Costa Pombo, Pedro Jose Guerra de Araujo and Joaquim Manuel Vieira da Silva Viana -- Parallel binomial American option pricing on CPU-GPU hybrid platform / Nan Zhang, Chi-Un Lei and Ka Lok Man -- The subsystem grouping scheme using use case dependency graph and domain-specific semantic model for large complex systems / Nanchaya Khrueahong and Wiwat Vatanawood -- MOBM: a methodology for building practical domain ontologies from database information / Minyoung Ra [and others] -- A trial of the dynamic weighted sum method for multi-objective optimization / Hong Zhang -- A multi-agent platform to manage distributed and heterogeneous knowledge by using semantic web / Inaya Lahoud [and others] -- An intelligent train marshaling based on the processing time considering group layout of freight cars / Yoichi Hirashima -- A web-based multilingual intelligent tutor system based on Jackson's learning styles profiler and expert systems / H. …”
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179
Data fusion support to activity-based intelligence
Published 2016Full text (MFA users only)
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180
Structural-functional studies in English grammar : in honor of Lachlan Mackenzie
Published 2007Table of Contents: “…Conclusion -- References -- Notes towards an incremental implementation of the Role and Reference Grammar semantics-to-syntax linking algorithm for English -- 1. …”
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