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Haskell data analysis cookbook : explore intuitive data analysis techniques and powerful machine learning methods using over 130 practical recipes by Shukla, Nishant, 1992-

Table of Contents: “…Computing the Euclidean distanceComparing scaled data using the Pearson correlation coefficient; Comparing sparse data using cosine similarity; Chapter 3: The Science of Words; Introduction; Displaying a number in another base; Reading a number from another base; Searching for a substring using Data.ByteString; Searching a string using the Boyer-Moore-Horspool algorithm; Searching a string using the Rabin-Karp algorithm; Splitting a string on lines, words, or arbitrary tokens; Finding the longest common subsequence; Computing a phonetic code; Computing the edit distance…”
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DataFlow supercomputing essentials : research, development and education

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Modern Big Data Architectures : A Multi-Agent Systems Perspective. by Ryzko, Dominik

Table of Contents: “…3.2 Scientific Data -- 3.3 Industrial Data -- 3.4 Internet of Things -- CHAPTER 4: Big Data Tasks -- 4.1 Recommender Systems -- 4.2 Search -- 4.3 Ad-tech and RTB Algorithms -- 4.4 Cross-Device Graph Generation -- 4.5 Forecasting and Prediction Systems -- 4.6 Social Media Big Data -- 4.7 Anomaly and Fraud Detection -- 4.8 New Drug Discovery -- 4.9 Smart Grid Control and Monitoring -- 4.10 IoT and Big Data Applications -- CHAPTER 5: Cloud Computing -- 5.1 Cloud Enabled Architectures -- 5.2 Agents and the Cloud -- CHAPTER 6: Big Data Architectures -- 6.1 Big Data Computation Models…”
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Medical data privacy handbook

Table of Contents: “…Introduction to Medical Privacy -- A survey of anonymization algorithms for electronic health records -- Differentially Private Histogram and Synthetic Data Publication -- Evaluating the Utility of Differential Privacy -- SECRETA -- Putting Statistical Disclosure Control into Practice -- Utility-constrained Electronic Health Record Data Publishing Through Generalization and Disassociation -- Methods to Mitigate Risk of Composition Attack in Independent Data Publications -- Statistical Disclosure Limitation for Health Data -- A Review of Privacy Preserving Mechanisms for Record Linkage -- Application of Privacy Preserving Techniques in Operational Record Linkage Centres -- Privacy Considerations for Health Information Exchanges -- Managing Access Control in Collaborative Processes for Healthcare Applications -- Automating Consent Management Lifecycle for Electronic Healthcare Systems -- e-Health Cloud -- Preserving Genome Privacy in Research Studies -- Private Genome Data Dissemination -- Threats and Solutions for Genomic Data Privacy -- Medical Image Security -- Privacy Considerations and Techniques for Neuroimages -- Data Privacy Issues with RFID in Healthcare -- Privacy Preserving Classification of ECG Signals in Mobile e-Health Applications -- Strengthening Privacy in Healthcare Social Networks -- Privacy Law, Data Sharing Policies, and Medical Data -- HIPAA and Human Error -- De-identification of Unstructured Clinical Data for Patient Privacy Protection -- Challenges in Synthesizing Surrogate PHI in Narrative EMRs -- Building on Principles -- Epilogue.…”
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Big data analytics and intelligence : a perspective for health care

Table of Contents: “…Israrul Haque -- Chapter 3: Use of Classification Algorithms in Healthcare / Hera Khan, Ayush Srivastav and Amit Kumar Mishra -- Chapter 4: Big Data Analytics in Excelling Health Care: Achievement and Challenges in India / Arindam Chakrabarty and Uday Sankar Das -- Chapter 5: Predictive Big Data Analytics in Healthcare / Shivinder Nijjer, Kumar Saurabh and Sahil Raj -- Chapter 6: Smart Nursery with Health Monitoring System through Integration of IoT and Machine Learning; Rashbir Singh, Prateek Singh and Latika Kharb -- Chapter 7: Computer-aided big healthcare data (BHD) analytics / Tawseef Ayoub Shaikh and Rashid Ali -- Chapter 8: Intrusion Detection and Security System / Prerna Sharma and Deepali Kamthania -- Chapter 9: Decision making with BI in Healthcare domain / Bhawna Suri, Shweta Taneja and Hemanpreet Singh Kalsi -- Chapter 10: Assistance for Facial Palsy using Quantitative Technology / Gulpreet Kaur Chadha, Seema Rawat and Praveen Kumar -- Chapter 11: Constructive Effect of Ranking Optimal Features using Random Forest, Support Vector Machine and Naïve Bayes for Breast Cancer Diagnosis / B.G. …”
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Kasmalieva and Djumaliev : a new Silk Road : algorithm of survival and hope. by Kasmalieva, Gulnara, 1960-

Predictive analytics and data mining : concepts and practice with RapidMiner by Kotu, Vijay, Deshpande, Balachandre

Table of Contents: “…-- Acknowledgments -- Chapter 1 -Introduction -- 1.1 WHAT DATA MINING IS -- 1.2 WHAT DATA MINING IS NOT -- 1.3 THE CASE FOR DATA MINING -- 1.4 TYPES OF DATA MINING -- 1.5 DATA MINING ALGORITHMS -- 1.6 ROADMAP FOR UPCOMING CHAPTERS -- REFERENCES -- Chapter 2 -- Data Mining Process -- 2.1 PRIOR KNOWLEDGE -- 2.2 DATA PREPARATION -- 2.3 MODELING -- 2.4 APPLICATION -- 2.5 KNOWLEDGE…”
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IoT, Cloud and Data Science. by Devi, S. Prasanna

Table of Contents: “…IoT, Cloud and Data Science -- Preface -- Table of Contents -- Chapter 1: Machine Learning to Image Processing and Computer Vision -- Hand Gesture Recognition Used for Functioning System Using OpenCV -- Sign Language Detection Application Using CNN -- SIGN BOT Extending an Ability to Communicate by Creating an Indian Sign Language -- Replicare: Real-Time Human Arms Movement Replication by a Humanoid Torso -- Brain Tumor Detection Using Deep Learning -- Music Recommendation System Using Facial Emotions -- Face Mask Detection Using OpenCV -- Crack Detection of Pharmaceutical Vials Using Agglomerative Clustering Technique -- Obstacle Detection and Text Recognition for Assisting Visually Impaired People -- Recognition of American Sign Language with Study of Facial Expression for Emotion Analysis -- Recognition of Plant Leaf Diseases Using CNN -- Face Mask and Social Distancing Detection Using Faster Regional Convolutional Neural Network -- Sign Language Detection Using Action Recognition -- Brain Tumor Segmentation Using Modified Double U-Net Architecture -- Surveillance Image Super Resolution Using SR -- Generative Adversarial Network -- Classification of Covid-19 X-Ray Images Using Fuzzy Gabor Filter and DCNN -- Using Transfer Learning for Automatic Detection of Covid-19 from Chest X-Ray Images -- Detect Anomalies on Metal Surface -- Indian License Plate and Vehicle Type Recognition -- Proposed Music Mapping Algorithm Based on Human Emotions -- Detection of Bike Riders with no Helmet -- Classification of Retinal Images Using Self-Created Penta-Convolutional Neural Network -- Weather Image Classification Using Convolution Neural Network -- Facial Landmark and Mask Detection System -- Candidate Prioritization Using Automated Behavioural Interview with Deep Learning -- Book Recommendation Based on Emotion in the Online Library Using CNN…”
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Data management in the semantic web

Table of Contents: “…DATA MANAGEMENT IN THE SEMANTIC WEB ; DATA MANAGEMENT IN THE SEMANTIC WEB ; CONTENTS ; PREFACE ; INTERPRETATIONS OF THE WEB OF DATA; Abstract; 1. …”
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Data Mining for Business Analytics : Concepts, Techniques, and Applications with XLMiner. by Bruce, Peter C.

Table of Contents: “…Intro -- Title Page -- Copyright -- Dedication -- Foreword -- Preface to the Third Edition -- Preface to the First Edition -- Acknowledgments -- Part I: Preliminaries -- Chapter 1: Introduction -- 1.1 What is Business Analytics? -- 1.2 What is Data Mining? -- 1.3 Data Mining and Related Terms -- 1.4 Big Data -- 1.5 Data Science -- 1.6 Why are There so Many Different Methods? …”
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Biomedical signal analysis : contemporary methods and applications by Theis, Fabian J.

Table of Contents: “…Foundations of medical imaging and signal recording -- Spectral transformations -- Information theory and principal component analysis -- Independent component analysis and blind source separation -- Dependent component analysis -- Pattern recognition techniques -- Fuzzy clustering and genetic algorithms -- Exploratory data analysis methods for fMRI -- Low-frequency functional connectivity in fMRI -- Classification of dynamic breast MR image data -- Dynamic cerebral contrast-enhanced perfusion MRI -- Skin lesion classification -- Microscopic slice image processing and automatic labeling -- NMR water artifact removal.…”
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Data mining for the social sciences : an introduction by Attewell, Paul A., 1949-, Monaghan, David B., 1988-

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Big data and differential privacy : analysis strategies for railway track engineering by Attoh-Okine, Nii O.

Table of Contents: “…3.12.2.2 Deep Belief Nets (DBN)3.12.3 Convolutional Neural Networks (CNN); 3.12.4 Granular Computing (Rough Set Theory); 3.12.5 Clustering; 3.12.5.1 Measures of Similarity or Dissimilarity; 3.12.5.2 Hierarchical Methods; 3.12.5.3 Non-Hierarchical Clustering; 3.12.5.4 k-Means Algorithm; 3.12.5.5 Expectation-Maximization (EM) Algorithms; 3.13 Data Stream Processing; 3.13.1 Methods and Analysis; 3.13.2 LogLog Counting; 3.13.3 Count-Min Sketch; 3.13.3.1 Online Support Regression; 3.14 Remarks; References; Chapter 4 Basic Foundations of Big Data; 4.1 Introduction; 4.2 Query.…”
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Data mining for bioinformatics applications by Zengyou, He

Table of Contents: “…What's data mining? -- 1.2. Data mining process models -- 1.3. …”
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Data-variant kernel analysis by Motai, Yuichi

Table of Contents: “…3.5.5 K-NN Classification Evaluation with ROC3.5.6 Comparison of Results with Other Studies on Colonography; 3.5.7 Computational Speed and Scalability Evaluation of GKFA; 3.6 Conclusions; References; Chapter 4 Online Kernel Analysis; 4.1 Introduction; 4.2 Kernel Basics: A Brief Review; 4.2.1 Kernel Principal Component Analysis; 4.2.2 Kernel Selection; 4.3 Kernel Adaptation Analysis of PC-KFA; 4.4 Heterogeneous vs. Homogeneous Data for Online PC-KFA; 4.4.1 Updating the Gram Matrix of the Online Data; 4.4.2 Composite Kernel for Online Data.…”
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Visual computing for medicine : theory, algorithms, and applications by Preim, Bernhard, Botha, Charl

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Data Analysis and Applications 1 : New and Classical Approaches. by Skiadas, Christos

Table of Contents: “…Off-line partitioning through the dynamic clustering algorithm for dissimilarity tables; 2.3. Results on real data; 2.4. …”
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The burden of choice : recommendations, subversion, and algorithmic culture by Cohn, Jonathan

Table of Contents: “…Introduction: Data Fields of Dreams --…”
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Data mining applications with R by Zhao, Yanchang, 1977-

Table of Contents: “…Front Cover; Data Mining Applications with R; Copyright; Contents; Preface; Background; Objectives and Significance; Target Audience; Acknowledgments; Review Committee; Additional Reviewers; Foreword; References; Chapter 1: Power Grid Data Analysis with R and Hadoop; 1.1. …”
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Exploratory data analysis with MATLAB by Martinez, Wendy L., Martinez, Angel R., Solka, Jeffrey

Table of Contents: “…Intro; Half Title; Series Editor; Title; Copyrights; Dedication; Table of Contents; Preface to the Third Edition; Preface to the Second Edition; Preface to the First Edition; Part I Introduction to Exploratory Data Analysis; Chapter 1 Introduction to Exploratory Data Analysis; 1.1 What is Exploratory Data Analysis; 1.2 Overview of the Text; 1.3 A Few Words about Notation; 1.4 Data Sets Used in the Book; 1.4.1 Unstructured Text Documents; 1.4.2 Gene Expression Data; 1.4.3 Oronsay Data Set; 1.4.4 Software Inspection; 1.5 Transforming Data; 1.5.1 Power Transformations; 1.5.2 Standardization.…”
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