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201
Discovering knowledge in data : an introduction to data mining
Published 2005Full text (MFA users only)
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202
Eat, cook, grow : mixing human-computer interactions with human-food interactions
Published 2014Table of Contents: “…"You don't have to be a gardener to do urban agriculture": understanding opportunities for designing interactive technologies to support urban food production / William Odom -- Augmented agriculture, algorithms, aerospace, and alimentary architectures / Jordan Geiger -- The allure of provenance: tracing food through user-generated production information / Ann Light -- Beyond gardening: a new approach to HCI and urban agriculture / Tad Hirsch -- Hungry for data: metabolic interaction from farm to fork to phenotype / Marc Tuters and Denisa Kera -- Food futures: three provocations to challenge HCI interventions / Greg Hearn and David Lindsay Wright -- Bringing technology to the dining table / Charles Spence -- List of recipes.…”
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203
Literature and encyclopedism in Enlightenment Britain : the pursuit of complete knowledge
Published 2014Full text (MFA users only)
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204
Parallel Computing : Advances and Current Issues, Proceedings of the International Conference Parco2001.
Published 2002Table of Contents: “…Committees ; Preface ; Invited Papers ; Deploying Parallel Numerical Library Routines to Cluster Computing in a Self Adapting Fashion ; 1 Overview ; 2 Numerical libraries in shared homogeneous distributed environments ; 3 Sample software implementation and results.…”
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205
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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206
Handbook of operations research in natural resources
Published 2007Full text (MFA users only)
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207
Computers and information processing technologies I : selected, peer reviewed papers from the 2014 International Conference on Computers and Information Processing Technologies (IC...
Published 2014Table of Contents: “…The MPI and OpenMP Implementation of Parallel Algorithm for Generating Mandelbrot SetAdaptive Congestion Control via Dynamic Output Feedback; An Advanced ECC Dynamic Password-Based Remote Authentication Scheme for Cloud Computing; An Audio Hiding Algorithm Based on Spline Interpolation and Wavelet Transform; Evaluation Method for Anti-Interference Performance of Measuring Based on Entropy Loss; RE-Based Weighted Distributed Equipment Layout; Algorithms of Mining Maximum Frequent Itemsets Based on Compression Matrix; A Secret Sharing Scheme on Access Structure.…”
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208
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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209
Explorations in Computing : an Introduction to Computer Science.
Published 2010Full text (MFA users only)
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210
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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211
Space division multiple access for wireless local area networks
Published 2002Full text (MFA users only)
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212
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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213
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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214
R High Performance Programming.
Published 2015Table of Contents: “…Data parallelism versus task parallelismImplementing data parallel algorithms; Implementing task parallel algorithms; Running the same task on workers in a cluster; Running different tasks on workers in a cluster; Executing tasks in parallel on a cluster of computers; Shared memory versus distributed memory parallelism; Optimizing parallel performance; Summary; Chapter 9: Offloading Data Processing to Database Systems; Extracting data into R versus processing data in a database; Preprocessing data in a relational database using SQL; Converting R expressions into SQL; Using dplyr…”
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215
Revolutionary routines : the habits of social transformation
Published 2021Full text (MFA users only)
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216
Materials Science and Intelligent Technologies Applications : Selected, Peer Reviewed Papers from the 2014 3rd International Conference on Key Engineering Materials and Computer Sc...
Published 2014Table of Contents: “…Automatic Badminton Action Recognition Using RGB-D SensorKinect-Based Badminton Action Analysis System; A Review of Hot Topic Detection and Tracking Technology; Study on the Improvement of TFIDF Algorithm in Data Mining; A New Protocol for Secure Distributed Multiplication of Two Polynomial Shared Values; Human Posture Recognition Based on DAG-SVMS; The Design and Implementation of Astronomical Multi-Catalog Storage and Cross-Match Based on Hadoop; The Multi-Scale Hough Transform Lane Detection Method Based on the Algorithm of Otsu and Canny; Design of Heart Sound Analyzer.…”
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217
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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218
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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219
Wireless sensor systems for extreme environments : space, underwater, underground and industrial
Published 2017Table of Contents: “…Chapter 4 On Improving Connectivity-based Localization in Wireless Sensor Networks4.1 Introduction; 4.2 Connectivity-based Localization in One-hop Networks; 4.2.1 The Centroid Algorithm; 4.2.2 Improved Centroid Algorithms; 4.3 Connectivity-based Localization in Multi-hop Networks; 4.3.1 The DV-hop Algorithm; 4.3.2 Mathematics of Hop-count-based Localization; 4.4 On Improving Connectivity-based Localization; 4.4.1 Improvements by Adjusting Correction Factor; 4.4.2 Improvements by Exploiting Neighborhood Information; 4.5 Summary; References.…”
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220
Lead generation for dummies
Published 2014Table of Contents: “…Creating an Internal Blogging ProgramChapter 9: Creating Lasting Relationships Through Social Media; Sharing on Social Media; Getting the Most out of Facebook; Leveraging Twitter; Engaging Through LinkedIn; Building Your Google+ Presence; Getting Visual with Pinterest; Attracting Attention with SlideShare; Chapter 10: Getting Found Through Search Engine Optimization; Maximizing Different Traffic Sources; Knowing Your Search Engines; Making the Most out of Google Algorithm Updates; Choosing Your Keywords; Perfecting On-Page SEO; Utilizing Links in a Natural Way.…”
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