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Challenges and opportunities with big data

https://doi.org/10.14778/2367502.2367572
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Big Data: the Beauty or the Beast
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A Novel Data Governance Scheme Based on the Behavioral Economics Theory
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Comparative Analysis of Methods for Prediction Continuous Numerical Features on Big Datasets
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Addressing Data Quality Issues in Pipeline Condition Assessment Using Machine Learning
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References
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A Roadmap for Application of IoT‐Generated Big Data in Environmental Sustainability
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Koopman Autoencoders for Reduced‐Order Modeling of Kinetic Plasmas
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Technical considerations when implementing digital infrastructure for social policy
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Data science in education: Big data and learning analytics
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Energy‐efficient big data storage and retrieval for wireless sensor networks with nonuniform node distribution
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Ensemble learning‐based modeling and short‐term forecasting algorithm for time series with small sample
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Heritage Conservation Future: Where We Stand, Challenges Ahead, and a Paradigm Shift
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Identifying the “Blip on the Radar Screen”: Leveraging Big Data in Defining Drug Safety and Efficacy in Pediatric Practice
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Can open government data policy improve firm performance? Evidence from listed firms in China
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How Can SMEs Benefit from Big Data? Challenges and a Path Forward
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Big Data with Cloud Computing: an insight on the computing environment, MapReduce , and programming frameworks
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Integrative AI-Based Approaches to Connect the Multiome to Use Microbiome-Metabolome Interactive Outcome as Precision Medicine
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Policy-Making 2.0: Unleashing the Power of Big Data for Public Governance
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Design of the BLINDS System for Processing and Analysis of Big Data - A Pre-processing Data Analysis Module
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Sensitive Data Detection Using NN and KNN from Big Data
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Planning the Combination of “Big Data Insights” and “Thick Descriptions” to Support the Decision-Making Process
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A Statistical Learning Ontology for Managing Analytics Knowledge
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Big Data Value Chain: Making Sense of the Challenges
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The Climb to Success: A Big Data Analysis to Find Out Why Huawei Has Conquered the Market
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Big Data in Healthcare: Technical Challenges and Opportunities
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Multi-USVs Coordinated Detection in Marine Environment with Deep Reinforcement Learning
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Current State and Challenges of Big Data
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Data Sharing in Presence of Access Control Policies
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Edge Computing-Based Intrusion Detection System for Smart Cities Development Using IoT in Urban Areas
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inferred← citeshttps://doi.org/10.1007/978-3-030-36584-4_4openalex-snapshot
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Distributed Ledger for Provenance Tracking of Artificial Intelligence Assets
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Introduction
inferred← citeshttps://doi.org/10.1007/978-3-030-44187-6_2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-44187-6_3openalex-snapshot
Large-Scale Processing Systems of Structured Data
inferred← citeshttps://doi.org/10.1007/978-3-030-44187-6_4openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-44187-6_5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-44187-6_6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-44187-6_7openalex-snapshot
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An Efficient and Metadata-Aware Big Data Storage Architecture
inferred← citeshttps://doi.org/10.1007/978-3-030-62784-3_28openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-64769-8_15openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-69143-1_7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-70258-8_6openalex-snapshot
Other Technology Approaches to Learning Analytics
inferred← citeshttps://doi.org/10.1007/978-3-030-70377-6_5openalex-snapshot
Decision Support in the Era of Social Media and User-Generated Content
inferred← citeshttps://doi.org/10.1007/978-3-030-84845-3_6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-86749-2_5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-87304-2_3openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-030-94426-1_7openalex-snapshot
Implementation of the Digital Inland Water Smart Strategy Using Geomatics Instruments and the Big Data SmartRiver Platform
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Bayesian Inference of Hidden Markov Models Using Dirichlet Mixtures
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Introduction
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Robust Truth Discovery Against Multi-round Data Poisoning Attacks
inferred← citeshttps://doi.org/10.1007/978-3-031-25296-9_14openalex-snapshot
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Marketing 4.0 for SMEs in the Digital Era: A Customer-Centric Approach
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Critical Role of Data Transformation in Preprocessing: Methods, Algorithms, and Challenges
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Exploring Configurations of Data-Driven Decision-Making Dimensions for Successful Growth Hacking Implementation: An fsQCA Approach
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A New Secure Transmission for Big Data Based on Nested Sampling and Coprime Sampling
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Rule-Based Multi-dialect Infrastructure for Conceptual Problem Solving over Heterogeneous Distributed Information Resources
inferred← citeshttps://doi.org/10.1007/978-3-319-02612-1_3openalex-snapshot
Requirements for Big Data Analytics Supporting Decision Making: A Sensemaking Perspective
inferred← citeshttps://doi.org/10.1007/978-3-319-06245-7_1openalex-snapshot
Introduction
inferred← citeshttps://doi.org/10.1007/978-3-319-06695-0_20openalex-snapshot
User–Defined Rules Made Simple with Functional Programming
inferred← citeshttps://doi.org/10.1007/978-3-319-10885-8_2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-11056-1_7openalex-snapshot
Autonomic Discovery of News Evolvement in Twitter
inferred← citeshttps://doi.org/10.1007/978-3-319-16486-1_67openalex-snapshot
Big Data for Stock Market by Means of Mining Techniques
inferred← citeshttps://doi.org/10.1007/978-3-319-16868-5_1openalex-snapshot
Scalable Similarity Search for Big Data
inferred← citeshttps://doi.org/10.1007/978-3-319-18552-1_3openalex-snapshot
Robust Aggregation of Inconsistent Information: Concepts and Research Directions
inferred← citeshttps://doi.org/10.1007/978-3-319-22849-5_21openalex-snapshot
Data Partitioning for Fast Mining of Frequent Itemsets in Massively Distributed Environments
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Obtaining Key Performance Indicators by Using Data Mining Techniques
inferred← citeshttps://doi.org/10.1007/978-3-319-25747-1_18openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-27520-8_7openalex-snapshot
Evolutionary Algorithm Based Techniques to Handle Big Data
inferred← citeshttps://doi.org/10.1007/978-3-319-38776-5_2openalex-snapshot
General-Purpose Big Data Processing Systems
inferred← citeshttps://doi.org/10.1007/978-3-319-38776-5_3openalex-snapshot
Large-Scale Processing Systems of Structured Data
inferred← citeshttps://doi.org/10.1007/978-3-319-38776-5_4openalex-snapshot
Large-Scale Graph Processing Systems
inferred← citeshttps://doi.org/10.1007/978-3-319-38776-5_5openalex-snapshot
Large-Scale Stream Processing Systems
inferred← citeshttps://doi.org/10.1007/978-3-319-40114-0_19openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-44350-8_4openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-44350-8_5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-44350-8_6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-44550-2_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-44881-7_1openalex-snapshot
Performance Modeling of Big Data-Oriented Architectures
inferred← citeshttps://doi.org/10.1007/978-3-319-44981-4_11openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-50478-0_15openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-54499-1_6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-55477-8_5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-55708-3_2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-55789-2_24openalex-snapshot
A Software Architecture for Enabling Statistical Learning on Big Data
inferred← citeshttps://doi.org/10.1007/978-3-319-56154-7_32openalex-snapshot
Bioinformatics from a Big Data Perspective: Meeting the Challenge
inferred← citeshttps://doi.org/10.1007/978-3-319-58280-1_2openalex-snapshot
Big Healthcare Data Analytics: Challenges and Applications
inferred← citeshttps://doi.org/10.1007/978-3-319-63673-3_53openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-63754-9_8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-63962-8_8-1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-63962-8_8-2openalex-snapshot
Data Profiling
inferred← citeshttps://doi.org/10.1007/978-3-319-64283-3_1openalex-snapshot
Evaluation of Data Warehouse Design Methodologies in the Context of Big Data
inferred← citeshttps://doi.org/10.1007/978-3-319-65482-9_33openalex-snapshot
Mining Suspicious Tax Evasion Groups in a Corporate Governance Network
inferred← citeshttps://doi.org/10.1007/978-3-319-70102-8_3openalex-snapshot
Big Data Challenges for the Internet of Things (IoT) Paradigm
inferred← citeshttps://doi.org/10.1007/978-3-319-72344-0_25openalex-snapshot
Issues and Challenges in Big Data: A Survey
inferred← citeshttps://doi.org/10.1007/978-3-319-74817-7_8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-76472-6_2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-77276-9_5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-77525-8_8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-90059-9_4openalex-snapshot
Hashtag# Perspicacity of India Region Using Scalable Big Data Infrastructure Using Hadoop Environment
inferred← citeshttps://doi.org/10.1007/978-3-319-95092-1_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-95092-1_3openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-96655-7_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-98398-1_11openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-98953-2_10openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-99966-1_25openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-642-37401-2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-642-53974-9_10openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-642-53974-9_7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-658-23297-9_21openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-662-70140-9_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-81-322-2494-5_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-94-017-9205-9_18openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-10-1454-3_16openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-10-5272-9_8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-10-5699-4_10openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-10-6190-5_114openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-10-8612-0_75openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-13-0550-4_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-13-1642-5_15openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-13-1799-6_55openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-13-2254-9_15openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-13-3459-7_2openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-13-8759-3_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-13-8759-3_13openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-0135-7_36openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-1286-5_76openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-2449-3_1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-3284-9_72openalex-snapshot
An Empirical Study on Big Data Analytics: Challenges and Directions
inferred← citeshttps://doi.org/10.1007/978-981-15-3977-0_69openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-4198-8_19openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-4451-4_43openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-4851-2_28openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-5788-0_26openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-5959-4_179openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-15-6113-9_69openalex-snapshot
Educational Big-Data Practice: A Model for Combining Requirements and Technologies
inferred← citeshttps://doi.org/10.1007/978-981-15-7345-3_9openalex-snapshot
Big Data Technologies: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1007/978-981-19-4549-6_2openalex-snapshot
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The Value Dimension and Realization Method of Network Ideological and Political Education in Colleges and Universities in the Era of Big Data
inferred← citeshttps://doi.org/10.1007/978-981-19-9626-9_6openalex-snapshot
The Merging of Knowledge Management and New Information Technologies
inferred← citeshttps://doi.org/10.1007/978-981-33-6652-7_3openalex-snapshot
Credibility Analysis in Social Big Data
inferred← citeshttps://doi.org/10.1007/978-981-33-6811-8_4openalex-snapshot
The Analysis of Big Financial Data Through Artificial Intelligence Methods
inferred← citeshttps://doi.org/10.1007/978-981-33-6893-4_19openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-92-0835-7_14openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-95-0489-3_8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-97-5624-7_9openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-981-97-7571-2_8openalex-snapshot
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Stock Price Prediction for Market Forecasting Using Machine Learning Analysis
inferred← citeshttps://doi.org/10.1007/s00187-019-00291-yopenalex-snapshot
Digitization of the budgeting process: determinants of the use of business analytics and its effect on satisfaction with the budgeting process
inferred← citeshttps://doi.org/10.1007/s00236-016-0288-8openalex-snapshot
Big data interpolation using functional representation
inferred← citeshttps://doi.org/10.1007/s00450-016-0330-7openalex-snapshot
TOSCA4Mashups: enhanced method for on-demand data mashup provisioning
inferred← citeshttps://doi.org/10.1007/s00500-018-3568-0openalex-snapshot
Information retrieval methodology for aiding scientific database search
inferred← citeshttps://doi.org/10.1007/s00607-014-0398-5openalex-snapshot
An overview of the commercial cloud monitoring tools: research dimensions, design issues, and state-of-the-art
inferred← citeshttps://doi.org/10.1007/s00778-015-0389-yopenalex-snapshot
Profiling relational data: a survey
inferred← citeshttps://doi.org/10.1007/s00779-017-1008-2openalex-snapshot
Data fusion in automotive applications
inferred← citeshttps://doi.org/10.1007/s10064-026-05148-yopenalex-snapshot
An enhanced deep learning network for rapid extraction of mining-induced landslides in data-scarce areas
inferred← citeshttps://doi.org/10.1007/s10115-017-1041-5openalex-snapshot
Data placement in massively distributed environments for fast parallel mining of frequent itemsets
inferred← citeshttps://doi.org/10.1007/s10115-018-1248-0openalex-snapshot
The big data system, components, tools, and technologies: a survey
inferred← citeshttps://doi.org/10.1007/s10479-016-2281-6openalex-snapshot
Big data-driven fuzzy cognitive map for prioritising IT service procurement in the public sector
inferred← citeshttps://doi.org/10.1007/s10660-016-9242-7openalex-snapshot
Does big data mean big knowledge? Integration of big data analysis and conceptual model for social commerce research
inferred← citeshttps://doi.org/10.1007/s10723-016-9370-2openalex-snapshot
Modulo Based Data Placement Algorithm for Energy Consumption Optimization of MapReduce System
inferred← citeshttps://doi.org/10.1007/s10766-017-0498-xopenalex-snapshot
Multilevel Data Processing Using Parallel Algorithms for Analyzing Big Data in High-Performance Computing
inferred← citeshttps://doi.org/10.1007/s10796-020-10072-xopenalex-snapshot
Analyzing the Quality of Twitter Data Streams
inferred← citeshttps://doi.org/10.1007/s10844-020-00629-2openalex-snapshot
A survey of Big Data dimensions vs Social Networks analysis
inferred← citeshttps://doi.org/10.1007/s11036-013-0489-0openalex-snapshot
Big Data: A Survey
inferred← citeshttps://doi.org/10.1007/s11036-014-0547-2openalex-snapshot
Similarity Searching for the Big Data
inferred← citeshttps://doi.org/10.1007/s11042-019-07793-wopenalex-snapshot
Big data analytics for video surveillance
inferred← citeshttps://doi.org/10.1007/s11192-015-1638-yopenalex-snapshot
A systematic method to create search strategies for emerging technologies based on the Web of Science: illustrated for ‘Big Data’
inferred← citeshttps://doi.org/10.1007/s11192-016-1945-yopenalex-snapshot
MapReduce: Review and open challenges
inferred← citeshttps://doi.org/10.1007/s11227-016-1677-zopenalex-snapshot
Handling big data: research challenges and future directions
inferred← citeshttps://doi.org/10.1007/s11227-019-02815-8openalex-snapshot
A big data framework for network security of small and medium enterprises for future computing
inferred← citeshttps://doi.org/10.1007/s11227-019-02844-3openalex-snapshot
How good is the OpenPOWER architecture for high-performance CPU-oriented weather forecasting applications?
inferred← citeshttps://doi.org/10.1007/s11227-020-03330-xopenalex-snapshot
Automatic tutoring system to support cross-disciplinary training in Big Data
inferred← citeshttps://doi.org/10.1007/s11235-017-0294-3openalex-snapshot
Deterministic binary matrix based compressive data aggregation in big data WSNs
inferred← citeshttps://doi.org/10.1007/s11277-017-4861-4openalex-snapshot
Gossip-Based Load Balance Strategy in Big Data Systems with Hierarchical Processors
inferred← citeshttps://doi.org/10.1007/s11277-018-5441-yopenalex-snapshot
Development and Application of Big Data Platform for “Bohai granary”
inferred← citeshttps://doi.org/10.1007/s11277-020-07040-8openalex-snapshot
An Optimized Integrated Framework of Big Data Analytics Managing Security and Privacy in Healthcare Data
inferred← citeshttps://doi.org/10.1007/s11430-023-1306-8openalex-snapshot
Quick and automatic detection of co-seismic landslides with multi-feature deep learning model
inferred← citeshttps://doi.org/10.1007/s11704-013-3903-7openalex-snapshot
Big data challenge: a data management perspective
inferred← citeshttps://doi.org/10.1007/s11704-020-9264-0openalex-snapshot
An efficient indexing structure for multi-dimensional range query
inferred← citeshttps://doi.org/10.1007/s11761-021-00331-3openalex-snapshot
Access control based on entity matching for secure data sharing
inferred← citeshttps://doi.org/10.1007/s11858-025-01671-6openalex-snapshot
Developing students’ reasoning with data and data-ing
inferred← citeshttps://doi.org/10.1007/s12065-020-00350-7openalex-snapshot
A parallel classification framework for protein fold recognition
inferred← citeshttps://doi.org/10.1007/s12206-019-0525-5openalex-snapshot
Elicitation of design factors through big data analysis of online customer reviews for washing machines
inferred← citeshttps://doi.org/10.1007/s12652-018-0820-5openalex-snapshot
Real-time data processing scheme using big data analytics in internet of things based smart transportation environment
inferred← citeshttps://doi.org/10.1007/s12652-020-02080-1openalex-snapshot
Network security analysis using big data technology and improved neural network
inferred← citeshttps://doi.org/10.1007/s13740-018-0086-2openalex-snapshot
Big Data Semantics
inferred← citeshttps://doi.org/10.1007/s40171-025-00471-xopenalex-snapshot
Building Resilient Organizations: The Role of Technological Capability, Innovation Leadership, and Sustainability
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