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181
Discovering knowledge in data : an introduction to data mining
Published 2005Full text (MFA users only)
Electronic eBook -
182
Literature and encyclopedism in Enlightenment Britain : the pursuit of complete knowledge
Published 2014Full text (MFA users only)
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183
Mechanics and control engineering. III : selected, peer reviewed papers from the 2014 3rd International Conference on Mechanics and Control Engineering (ICMCE 2014), October 26-28,...
Published 2015Table of Contents: “…Demonstrate for Rotating C-Shape Magnetic Refrigeration near Room TemperatureChapter 3: Power Engineering; Control Techniques to Directly Parallel Line-Side Converters for Wind Energy System; Dynamic Behavior of Flexible Drive Train Models and Back-to-Back Converter for DFIG Wind Turbines during Voltage Sags; Study on the Prior Information Credibility Test in Low-Voltage Switchgear Reliability Assessment; A Dispatch Algorithm for Smart Grid with Wind Generation; The Application Research of HVDC & FACTS to Suppress the Power System Low-Frequency Oscillation.…”
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Electronic Conference Proceeding eBook -
184
Optimization of Observation and Control Processes.
Published 2000Table of Contents: “…Optimization of Informational Noise When Observing a Dynamic Object""; ""4.6. Example of Observing a Maneuvering Object""; ""Chapter 5. …”
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185
Anaphora Resolution.
Published 2014Table of Contents: “…4.1 Early work in anaphora resolution4.2 Student; 4.3 Shrdlu; 4.4 Lunar; 4.5 Hobbs's naïve approach; 4.5.1 The algorithm; 4.5.2 Evaluation of Hobbs' s algorithm; 4.6 The BFP algorithm; 4.7 Carter's shallow processing approach; 4.8 Rich and LuperFoy's distributed architecture; 4.9 Carbonell and Brown's multi-strategy approach; 4.10 Other work; 4.11 Summary; Chapter Five: The present: knowledge-poor and corpus-based approaches in the 1990s and beyond; 5.1 Main trends in recent anaphora resolution research; 5.2 Collocation patterns-based approach; 5.3 Lappin and Leass's algorithm; 5.3.1 Overview.…”
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186
Towards human-UAV physical interaction and fully actuated aerial vehicles
Published 2018Full text (MFA users only)
Electronic eBook -
187
Data mining techniques : for marketing, sales, and customer relationship management
Published 2004Table of Contents: “…-- The virtuous cycle of data mining -- Data mining methodology and best practices -- Data mining applications in marketing and customer relationship management -- The lure of statistics : data mining using familiar tools -- Decision trees -- Artificial neural networks -- Nearest neighbor approaches : memory-based reasoning and collaborative filtering -- Market basket analysis and association rules -- Link analysis -- Automatic cluster detection -- Knowing when to worry : hazard functions and survival analysis in marketing -- Genetic algorithms -- Data mining throughout the customer life cycle -- Data warehousing, OLAP, and data mining -- Building the data mining environment -- Preparing data for mining -- Putting data mining to work.…”
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188
Emerging trends in advanced science : selected, peer reviewed papers from the International Conference on Emerging Trends in Science, Engineering and Technology (ICETSET-2014), Apr...
Published 2014Table of Contents: “…Emerging Trends in Advanced Science; Preface and Organising Committee; Table of Contents; Analysis, Design and Implementation of DC-DC Boost Converter Using H∞ Loop Shaping Controller; Building Multi-Dimensional Cube to Analyze Public Examination Results: A Business Intelligence Approach; Comparison of Performance Measures of Speed Control for a DC Motor Using Hybrid Intelligent Controller and Optimal LQR; Comparison of Z Source and Embedded Z Source Inverters in Micro Wind Power Generation System; Comparative Analysis of Various Modulation Strategies for Induction Heating System…”
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189
Explorations in Computing : an Introduction to Computer Science.
Published 2010Full text (MFA users only)
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190
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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191
Space division multiple access for wireless local area networks
Published 2002Full text (MFA users only)
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192
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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193
Energy efficient technologies for sustainability : selected, peer reviewed papers from the International Conference on Energy Efficient Technologies for Sustainability (ICEETS 2013...
Published 2013Table of Contents: “…Kothari -- Investigation of PMSG Fed Diode-Clamped Multilevel Inverter for Wind Energy System / R. Seyezhai -- Modeling of Photovoltaic Array and Simulation of MPPT Algorithm / R. …”
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194
Model Free Adaptive Control : Theory and Applications.
Published 2013Table of Contents: “…Traffic System; Welding Process; MW Grade Wind Turbine; Conclusions; Conclusions and Perspectives; Conclusions; Perspectives; References.…”
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195
Measurement while drilling (MWD) : signal analysis, optimization, and design
Published 2018Full text (MFA users only)
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196
Artificial intelligence for big data : complete guide to automating big data solutions using artificial intelligence techniques.
Published 2018Table of Contents: “…Snowball stemming -- Lancaster stemming -- Lovins stemming -- Dawson stemming -- Lemmatization -- N-grams -- Feature extraction -- One hot encoding -- TF-IDF -- CountVectorizer -- Word2Vec -- CBOW -- Skip-Gram model -- Applying NLP techniques -- Text classification -- Introduction to Naive Bayes' algorithm -- Random Forest -- Naive Bayes' text classification code example -- Implementing sentiment analysis -- Frequently asked questions -- Summary -- Chapter 7: Fuzzy Systems -- Fuzzy logic fundamentals -- Fuzzy sets and membership functions -- Attributes and notations of crisp sets -- Operations on crisp sets -- Properties of crisp sets -- Fuzzification -- Defuzzification -- Defuzzification methods -- Fuzzy inference -- ANFIS network -- Adaptive network -- ANFIS architecture and hybrid learning algorithm -- Fuzzy C-means clustering -- NEFCLASS -- Frequently asked questions -- Summary -- Chapter 8: Genetic Programming -- Genetic algorithms structure -- KEEL framework -- Encog machine learning framework -- Encog development environment setup -- Encog API structure -- Introduction to the Weka framework -- Weka Explorer features -- Preprocess -- Classify -- Attribute search with genetic algorithms in Weka -- Frequently asked questions -- Summary -- Chapter 9: Swarm Intelligence -- Swarm intelligence -- Self-organization -- Stigmergy -- Division of labor -- Advantages of collective intelligent systems -- Design principles for developing SI systems -- The particle swarm optimization model -- PSO implementation considerations -- Ant colony optimization model -- MASON Library -- MASON Layered Architecture -- Opt4J library -- Applications in big data analytics -- Handling dynamical data -- Multi-objective optimization -- Frequently asked questions -- Summary -- Chapter 10: Reinforcement Learning -- Reinforcement learning algorithms concept.…”
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197
Ethnic studies in academic and research libraries
Published 2021Table of Contents: “…"Build it and they will come" -- Fostering transformation -- The value of integrating African American archives into undergraduate studies -- Improving representation on Wikipedia -- Returning to where it all began and connecting the dots -- Collaborative and active engagement at the Hemispheric University -- Librarians and leaders -- Crafting contemporary indigenous studies collections in the age of algorithms -- Building a Vietnamese language collection with the Vietnamese diaspora community -- Engaging with ethnic studies librarians -- For when they arrive -- BIPOC voices speak -- Supporting faculty in indigenizing curriculum and pedagogy -- Student-driven collecting efforts and initiatives -- Making spaces for ethnic studies -- Modeling Black literature -- A perspective on Asian American studies and librarianship -- Holdings in the archives are closer than they appear -- Reclaiming the Asian American history narrative -- Connecting graduate library and information studies students with ethnic studies archives.…”
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199
Integrated and collaborative product development environment : technologies and implementations
Published 2006Table of Contents: “…Intelligent Optimisation of Process Planning; 5.1 Intelligent Optimisation Strategies for CAPP Systems; 5.2 Knowledge Representation of Process Plans; 5.2.1 Process plan representation; 5.2.2 Machining cost criteria for process plans; 5.2.3 Precedence constraints; 5.3 A Hybrid GA/SA-based Optimisation Method; 5.3.1 Overview of the algorithm; 5.3.2 Genetic algorithm -- phase 1; 5.3.3 Simulated annealing algorithm -- phase 2; 5.3.4 Constraint handling algorithm.…”
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