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User-defined tensor data analysis by Dong, Bin

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Big data and the internet of things : enterprise information architecture for a new age by Stackowiak, Robert, Licht, Art, Mantha, Venu, Nagode, Louis

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Modern enterprise business intelligence and data management : a roadmap for IT directors, managers, and architects by Simon, Alan, 1958-

Contents: “…Cover; Title Page; Copyright Page; Table of contents; Preface; Terminology; Defining "Enterprise"; Defining "Data"; Defining "Enterprise Data Management"; Defining "Business Intelligence"; About the author; Chapter 1 -- The Rebirth of Enterprise Data Management; 1.1 -- In the beginning: how we got to where we are today; 1.1.1 -- 1960s and 1970s; 1.1.2 -- 1980s; 1.1.2.1 -- Enterprise Data Models; 1.1.2.2 -- Distributed Database Management Systems (DDBMSs); 1.1.3 -- 1990s; 1.1.3.1 -- Data Warehousing; 1.1.3.2 -- Read-Only Distributed Data Access; 1.1.4 -- 2000s; 1.1.5 -- Today.…”
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Big data analytics using Splunk by Zadrozny, Peter

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EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing : BDCC 2018 by EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing Coimbatore, India, SpringerLink (Online service)

Contents: “…Performance Evaluation Of Multihop Multibranch Df Relaying Cooperative Wireless Network -- Chapter 26. Predicting Property Prices -- A Universal Model -- Chapter 27. …”
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Future data and security engineering : big data, security and privacy, smart city and Industry 4.0 applications : 9th International Conference, FDSE 2022, Ho Chi Minh City, Vietnam... by FDSE (Conference) Ho Chi Minh City, Vietnam), SpringerLink (Online service)

Contents: “…Invited Keynotes -- Towards a Foundation of Web3 -- In-Memory Computing Architectures for Big data and Machine Learning Applications -- Secure and Efficient Implementation of Electronic Money -- Managing the Quality of Data and Metadata for Biobanks -- Big Data Analytics and Distributed Systems -- Towards A Privacy, Secured and Distributed Clinical Data Warehouse Architecture -- Improving the Storage Utilization of 0-Complete Trees as Index Structures -- Implement the Data Conversion System by using Lightweight Coreset for Validation Process -- Content Selection Methods Using User Interest Prediction Based on Similarities of Web Activities -- ImageNet Challenging Classification with the Raspberry Pis: A Federated Learning Algorithm of Local Stochastic Gradient Descent Models -- Covid-19 Detection Based on Lung Lesion Signs in Big Data Processing Environment -- Predicting Loan Repayment Using A Hybrid of Genetic Algorithms, Logistic Regression, and Artificial Neural Networks -- Performance Evaluation of Regular Decomposition and Benchmark Clustering Methods -- Security and Privacy Engineering -- Authentication of Luxury Products Identifying Key Requirements from a Seller and Consumer Perspective -- Analysis of A New Practical SPN-based Scheme in the Luby-Rackoff Model -- Authorization and Access Control for Different Database Models: Requirements and Current State of the Art -- A Hierarchical Deterministic Wallet using Ed25519 Digital Signature Scheme -- A Secure Framework for Internet of Medical Things Security Based System using Lightweight Cryptography enabled Blockchain -- Signature Algorithms on Non-commutative Algebras over Finite Fields of Characteristic Two -- Design a Smart Lock System Using Fingerprint and Password for Enhancing Security -- Machine Learning and Artificial Intelligence for Security and Privacy -- Towards an Attention-based Threat Detection System for IoT Networks -- Security and Privacy Issues and Solutions in Federated Learning for Digital Healthcare -- pPATE: A Pragmatic Private Aggregation of Teacher Ensembles Framework by Sparse Vector Technique based Differential Privacy, Paillier Cryptosystem and Human-in-the-loop -- Vietnamese Texts Writing Styles Based Authorship Identification Model -- Application of Machine Learning in Malware Detection -- Smart City and Industry 4.0 Applications -- Text Classification Models and Topic Models: An Overall Picture and A Case Study in Vietnamese -- Deep Hybrid Models for Forecasting Stock Midprices from the High-Frequency Limit Order Book -- An Image Denoising Model based on Nonlinear Partial Diferential Equation Using Deep Learning -- Recommendations in E-Commerce Systems based on Deep Matrix Factorization -- AttendanceKit: A set of Role-based Mobile Applications for Automatic Attendance Checking with UHF RFID using Realtime Firebase and Face Recognition -- Poses Classification in a Taekwondo Lesson using Skeleton Data extracted from Videos with Shallow and Deep Learning Architectures -- Social Distancing Violation Detection in Video using ChessBoard and Bird's-eye Perspective -- 3D-FaultSeg-UNet: 3D Fault Segmentation in Seismic Data Using Bi-stream U-Net -- Applying Artificial Intelligence to Plan Flight Paths for Aircraft at Subsonic Speeds -- Capacity Building in Government: Towards Developing A Standard for A Functional Specialist in AI for Public Services -- On the Feasibility of Machine Learning Models for Customer Spending Prediction Problem -- Forecasting the Opening and Closing Price Trends of Stock Using Hybrid Models and Artificial Intelligence Algorithm -- Artificial Intelligence Use in e-Government Services: A Systematic Interdisciplinary Literature Review -- Face Recognition based on Deep Learning and Data Augmentation -- An Approach for Similarity Vietnamese Documents Detection from English Documents -- Combine Clasification Algorithm and Centernet Model to Predict Trafic Density -- Data Analytics and Healthcare Systems -- Comparison of Health Indicators Construction for Concrete Structure Using Acoustic Emission Hit and Kullback-Leibler Divergence -- Lung and Colon Tumor Classification Based on Transfer Learning-Based Techniques -- An Enhanced Diabetes Mellitus Prediction using Feature Selection-Based Type-2 Fuzzy Model -- A Novel Approach of Using Neural Circuit Policies for COVID-19 Classification on CT-images -- Lung Lesions Segmentation and Classification with Deep Neural Networks -- Security and Data Engineering -- Image Denoising using Fully Connected Network with Reinforcement Learning -- Energy Harvesting Aware for Delay-efficient Data Aggregation in Battery-free IoT Sensors -- Deep Models for Mispronounce Prediction for Vietnamese Learners of English -- An Approach to Hummed-tune and Song Sequences Matching -- 84 Birds Classification using Transfer Learning and EfficientNetB2 -- A Session-based Recommender System for Learning Resources -- A Drowsiness Detection System Based on Eye Landmarks Using IoT -- A Novel Approach for Vietnamese Speech Recognition Using Conformer -- Enhancing obfuscated malware detection with machine learning techniques -- Detecting Intrusion using Multiple Datasets in Software-Defined Networks -- Detecting Exams Fraud Using Transfer Learning and Fine-tuning for ResNet50 -- Shape of Pill Recognition Using Mask R-CNN.…”
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Recent innovations in computing : proceedings of ICRIC 2020 ICRIC 2020. by International Conference on Recent Innovations in Computing Jammu, India, SpringerLink (Online service)

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Future data and security engineering : big data, security and privacy, smart city and Industry 4.0 applications : 10th International Conference, FDSE 2023, Da Nang, Vietnam, Novemb... by FDSE (Conference) Da Nang, Vietnam), SpringerLink (Online service)

Contents: “…An experiment report -- Authenticating Parties in Blockchain-Enabled Inter-Organizational Processes with Configurable Challenge-Sets -- Differential Privacy for Consumer Data in Retail Data Partnerships -- Using transformer technique for intrusion detection -- Machine Learning and Artificial Intelligence for Security and Privacy -- A Siamese-Based Approach for Network Intrusion Detection Systems in Software-Defined Networks -- An Efficient Machine Learning-based Web Application Firewall with Deep Automated Pattern Categorization -- Utilizing InfoGAN and PE Header Features for Synthetic Ransomware Image Generation: An Experimental Study -- Enhancing Detection of Daily-Used Face Swap Applications by Using Focused Landmark Analysis -- Differential Privacy under Membership Inference Attacks -- Smart City and Industry 4.0 Applications -- LAVETTES: Large-scAle-dataset Vietnamese ExTractive TExt Summarization Models -- Exploring Links between Personality Traits and Environmental Attitudes with GreenBig5 System -- Study on Web Based Virtualized Containers for Software Development Lectures in BYOD -- Session-based Recommendation System Approach for Predicting Learning Performance -- A Fuzzy Logic Model for Digital Transformation Assessment of Vietnamese Higher Education Institutions -- Digital Transformation Insights from an AI Solution in Search of a Problem -- Improving Human Resources⁰́₉ Efficiency with A Generative AI-based Resume Analysis Solution -- LORAP: Local Deep Neural Network for Solar Radiation Prediction -- A Digital Therapeutics System for the Diagnosis and Management of Depression: Work in Progress -- BERT-based Sentence Recommendation for Building Vietnamese Universal Dependency Treebank -- Evaluate the Efficiency of Hybrid Model based on Convolutional Neural Network and Long Short-Term Memory in Information Technology Job Graph Network -- A Dataset of Vietnamese Documents for Text Detection -- Data Analytics and Healthcare Systems -- Personalized Stress Detection System Using Physiological Data from Wearable Sensors -- Vision Transformer for Kidney Stone Detection -- Attention Models and Image Pre-Processing For Covid- 19 Detection Based on Lung Ultrasound Images -- Deep Learning Techniques for Segmenting Breast Lesion Regions and Classifying Mammography Images -- Development of a Handwriting Drawings Assessment System for Early Parkinson⁰́₉s Disease Identification with Deep Learning Methods -- Breast Cancer Classification on Mammograms Using Vision Transformer -- Comparing Performance of Linear Regression Models Trained on Systemathic Forest Measurement Datasets to Predict Diameter at Breast Height -- Detection and Segmentation of Brain Tumors on 3D MR images Using 3D U-Net -- Short Papers: Security and Data Engineering -- Towards Automating Semantic Relationship Awareness in Operational Technology Monitoring -- Feature Fool Exploitation for Lightweight Anomaly Detection in Respiratory Sound -- Multiple Vehicles Detection and Tracking using Ground and Aerial Images for Vehicular Management System -- Deep Learning Approach for Tomato Leaf Disease Detection -- Invasive Ductal Carcinoma Classification from Whole Slide Image based on BRISQUE and Convolutional Neural Networks -- Robust and Accurate Automatic License Plate Recognition System -- Community Detection for Personalized Learning Pathway Recommendations on IT E-Learning System -- Improving Warped Planar Object Detection Network for Automatic License Plate Recognition.…”
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IoT solutions in Microsoft's Azure IoT suite : data acquisition and analysis in the real world by Klein, Scott, 1966-

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Software architecture for big data and the cloud First edition. by ScienceDirect (Online service)

Contents: “…Note continued: 3.5.Architecture Example -- Context Management in the IoT -- 3.6.Big Data Origins and Characteristics -- 3.7.The Systems That Capture and Process Big Data -- 3.8.Operating Across Organizational Silos -- 3.9.Architecture Example -- Local Processing of Big Data -- 3.10.Architecture Example -- Creating a Multichannel View -- 3.11.Application Independent Data -- 3.12.Metadata and Governance -- 3.13.Conclusions -- 3.14.Outlook and Future Directions -- References -- ch. 4 Domain-Driven Design of Big Data Systems Based on a Reference Architecture / Ioannis N. …”
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The data science handbook by Cady, Field, 1984-

Contents: “…-- 3.2 A Survey of Programming Languages for Data Science -- 3.3 Python Crash Course -- 3.4 Strings -- 3.5 Defining Functions -- 3.6 Python's Technical Libraries -- 3.7 Other Python Resources -- 3.8 Further Reading -- 3.9 Glossary -- Interlude: My Personal Toolkit -- Chapter 4 Data Munging: String Manipulation, Regular Expressions, and Data Cleaning -- 4.1 The Worst Dataset in the World -- 4.2 How to Identify Pathologies -- 4.3 Problems with Data Content -- 4.4 Formatting Issues -- 4.5 Example Formatting Script4.6 Regular Expressions -- 4.7 Life in the Trenches -- 4.8 Glossary -- Chapter 5 Visualizations and Simple Metrics -- 5.1 A Note on Python's Visualization Tools -- 5.2 Example Code -- 5.3 Pie Charts -- 5.4 Bar Charts -- 5.5 Histograms -- 5.6 Means, Standard Deviations, Medians, and Quantiles -- 5.7 Boxplots -- 5.8 Scatterplots -- 5.9 Scatterplots with Logarithmic Axes -- 5.10 Scatter Matrices -- 5.11 Heatmaps -- 5.12 Correlations -- 5.13 Anscombe's Quartet and the Limits of Numbers -- 5.14 Time Series -- 5.15 Further Reading -- 5.16 Glossary -- Chapter 6 Machine Learning Overview -- 6.1 Historical Context -- 6.2 Supervised versus Unsupervised6.3 Training Data, Testing Data, and the Great Boogeyman of Overfitting -- 6.4 Further Reading -- 6.5 Glossary -- Chapter 7 Interlude: Feature Extraction Ideas -- 7.1 Standard Features -- 7.2 Features That Involve Grouping -- 7.3 Preview of More Sophisticated Features -- 7.4 Defining the Feature You Want to Predict -- Chapter 8 Machine Learning Classification -- 8.1 What Is a Classifier, and What Can You Do with It? …”
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Foundations of data intensive applications : large scale data analytics under the hood by Kamburugamuve Loku Acharilage, Supun Madhushanka Kamburugamuva, Ekanayake, Saliya