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Mining of Massive Datasets

https://doi.org/10.1017/cbo9781139924801
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References
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Machine Learning Algorithms
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BIBLIOGRAPHY
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Link Prediction in Multi-layer Networks and Its Application to Drug Design
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Algorithmic Decomposition of Tasks with a Large Amount of Data
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GPU_MF_SGD: A Novel GPU-Based Stochastic Gradient Descent Method for Matrix Factorization
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Linear Periodic Discriminant Analysis of Multidimensional Signals
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On Convergence of Controlled Snowball Sampling for Scientific Abstracts Collection
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TDM: A Tensor Data Model for Logical Data Independence in Polystore Systems
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Message Latency-Based Load Shedding Mechanism in Apache Kafka
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Efficient Multiway Hash Join on Reconfigurable Hardware
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Aspect-Level Attributed Network Embedding via Variational Graph Neural Networks
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Methods of Searching for Similar Device Fingerprints Using Changes in Unstable Parameters
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User Profile Linkage Across Multiple Social Platforms
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Redundancy Treatment of NGS Contigs in Microbial Genome Finishing with Hashing-Based Approach
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Scalable Blocking for Very Large Databases
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The Conception of Strings Similarity in Software Engineering
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Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage
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Meta-X: A Technique for Reducing Communication in Geographically Distributed Computations
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Random Forest Classification with MapReduce in Holonic Multiagent Systems
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$$\mathtt {IP.LSH.DBSCAN}$$: Integrated Parallel Density-Based Clustering Through Locality-Sensitive Hashing
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Complexity of Epidemics Models: A Case-Study of Cholera in Tanzania
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Privacy-Preserving Record Linkage Using Local Sensitive Hash and Private Set Intersection
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Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning
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Algorithms for Large-Scale Network Analysis and the NetworKit Toolkit
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Unified Energy-Based Generative Network for Supervised Image Hashing
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Multiple-Criteria Rating Recommendation with Ordered Weighted Averaging Aggregation Operators
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Fully Dynamic Clustering and Diversity Maximization in Doubling Metrics
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Numerical Linear Algebra
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Frequency-Constrained Substring Complexity
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Sentiment and Topic Dynamics in Reddit Discussions on AI and Automation Innovation in the Workforce
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Sentiment Analysis of Climate Change Tweets: Tool Comparison and Evaluation of Impact Based on Post Reach
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Tree Buffers
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Tejo: A Supervised Anomaly Detection Scheme for NewSQL Databases
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Approximate Nearest Neighbor Search in Intelligent Classification Systems
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Time Series Knowledge Mining Based on Temporal Network Model
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Partitioning Based N-Gram Feature Selection for Malware Classification
inferred← citeshttps://doi.org/10.1007/978-3-319-41063-0_6openalex-snapshot
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BinSign: Fingerprinting Binary Functions to Support Automated Analysis of Code Executables
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Distributed and Connected Information in the Internet
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inferred← citeshttps://doi.org/10.1007/978-3-319-59536-8_31openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-62359-7_10openalex-snapshot
Product Matching to Determine the Energy Efficiency of Used Cars Available at Internet Marketplaces
inferred← citeshttps://doi.org/10.1007/978-3-319-62392-4_8openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-63856-0_13openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-64200-0_10openalex-snapshot
Security Analysis of a Verifiable Server-Aided Approximate Similarity Computation
inferred← citeshttps://doi.org/10.1007/978-3-319-64867-5_11openalex-snapshot
Numerical Linear Algebra
inferred← citeshttps://doi.org/10.1007/978-3-319-66332-6_9openalex-snapshot
Android Malware Clustering Through Malicious Payload Mining
inferred← citeshttps://doi.org/10.1007/978-3-319-66923-6_50openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-67056-0_27openalex-snapshot
Fast, Accurate, Multilingual Semantic Relatedness Measurement Using Wikipedia Links
inferred← citeshttps://doi.org/10.1007/978-3-319-68321-8_26openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-68385-0_6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-68474-1_4openalex-snapshot
Sketches with Unbalanced Bits for Similarity Search
inferred← citeshttps://doi.org/10.1007/978-3-319-68723-0_3openalex-snapshot
Statistical Induction of Coupled Domain/Range Restrictions from RDF Knowledge Bases
inferred← citeshttps://doi.org/10.1007/978-3-319-69462-7_30openalex-snapshot
Boosting Aided Approaches to QoS Prediction of IT Maintenance Tickets
inferred← citeshttps://doi.org/10.1007/978-3-319-70232-2_1openalex-snapshot
Offering Answers for Claim-Based Queries: A New Challenge for Digital Libraries
inferred← citeshttps://doi.org/10.1007/978-3-319-71303-8_9openalex-snapshot
Monitoring and Logging
inferred← citeshttps://doi.org/10.1007/978-3-319-72150-7_9openalex-snapshot
Efficient Outlier Detection in Hyperedge Streams Using MinHash and Locality-Sensitive Hashing
inferred← citeshttps://doi.org/10.1007/978-3-319-72550-5_28openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/978-3-319-72923-7_31openalex-snapshot
Automated Assignment of Hotel Descriptions to Travel Behavioural Patterns
inferred← citeshttps://doi.org/10.1007/978-3-319-73515-3_6openalex-snapshot
Distributed Reasoning of RDF Data
inferred← citeshttps://doi.org/10.1007/978-3-319-76472-6_10openalex-snapshot
Search of Similar Programs Using Code Metrics and Big Data-Based Assessment of Software Reliability
inferred← citeshttps://doi.org/10.1007/978-3-319-77116-8_1openalex-snapshot
A Comparison Among Significance Tests and Other Feature Building Methods for Sentiment Analysis: A First Study
inferred← citeshttps://doi.org/10.1007/978-3-319-91189-2_21openalex-snapshot
MIC-KMeans: A Maximum Information Coefficient Based High-Dimensional Clustering Algorithm
inferred← citeshttps://doi.org/10.1007/978-3-319-91563-0_25openalex-snapshot
An LSH-Based Model-Words-Driven Product Duplicate Detection Method
inferred← citeshttps://doi.org/10.1007/978-3-319-91764-1_15openalex-snapshot
Cognitive Determination of Policies for Data Management in IoT Systems
inferred← citeshttps://doi.org/10.1007/978-3-319-92058-0_71openalex-snapshot
Classifying Political Tweets Using Naïve Bayes and Support Vector Machines
inferred← citeshttps://doi.org/10.1007/978-3-319-92198-3_9openalex-snapshot
Improving the List of Clustered Permutation on Metric Spaces for Similarity Searching on Secondary Memory
inferred← citeshttps://doi.org/10.1007/978-3-319-93375-7_5openalex-snapshot
Efficient Filter-Based Algorithms for Exact Set Similarity Join on GPUs
inferred← citeshttps://doi.org/10.1007/978-3-319-93641-3openalex-snapshot
Towards a Goal-Oriented Framework for Partial Agile Adoption
inferred← citeshttps://doi.org/10.1007/978-3-319-93641-3_13openalex-snapshot
Classifying Big Data Analytic Approaches: A Generic Architecture
inferred← citeshttps://doi.org/10.1007/978-3-319-94147-9_15openalex-snapshot
Brief Announcement: Graph-Based and Probabilistic Discrete Models Used in Detection of Malicious Attacks
inferred← citeshttps://doi.org/10.1007/978-3-319-94268-1_5openalex-snapshot
Robust Network-Based Binary-to-Vector Encoding for Scalable IoT Binary File Retrieval
inferred← citeshttps://doi.org/10.1007/978-3-319-94845-4_13openalex-snapshot
Big Data Analytics Using SQL: Quo Vadis?
inferred← citeshttps://doi.org/10.1007/978-3-319-94968-0_33openalex-snapshot
Locality Sensitive Imputation for Single-Cell RNA-Seq Data
inferred← citeshttps://doi.org/10.1007/978-3-319-95810-1_13openalex-snapshot
Market Basket Analysis Using Community Detection Approach: A Real Case
inferred← citeshttps://doi.org/10.1007/978-3-319-96655-7_5openalex-snapshot
Three Big Data Tools for a Data Scientist’s Toolbox
inferred← citeshttps://doi.org/10.1007/978-3-319-98398-1_15openalex-snapshot
Set Similarity Joins with Complex Expressions on Distributed Platforms
inferred← citeshttps://doi.org/10.1007/978-3-319-98443-8_22openalex-snapshot
A Generic Framework for Collaborative Filtering Based on Social Collective Recommendation
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An Automatic Approach to Generate Corpus in Spanish
inferred← citeshttps://doi.org/10.1007/978-3-319-99007-1_17openalex-snapshot
The Impacts of Singular Value Decomposition Algorithm Toward Indonesian Language Text Documents Clustering
inferred← citeshttps://doi.org/10.1007/978-3-319-99504-5_6openalex-snapshot
Bundles: A Framework to Optimise Topic Analysis in Real-Time Chat Discourse
inferred← citeshttps://doi.org/10.1007/978-3-662-43984-5_16openalex-snapshot
Hash$$^{ed}$$-Join: Approximate String Similarity Join with Hashing
inferred← citeshttps://doi.org/10.1007/978-3-662-47763-2_10openalex-snapshot
NoSQL, NewSQL, Map-Reduce und Hadoop
inferred← citeshttps://doi.org/10.1007/978-3-662-54037-4_3openalex-snapshot
A Unified View of Data-Intensive Flows in Business Intelligence Systems: A Survey
inferred← citeshttps://doi.org/10.1007/978-3-662-54263-7_10openalex-snapshot
Zukünftige Entwicklungen in der Bildgebung
inferred← citeshttps://doi.org/10.1007/978-3-662-57437-9_10openalex-snapshot
New Frontiers in Comparative Effectiveness Research
inferred← citeshttps://doi.org/10.1007/978-3-662-62271-1_1openalex-snapshot
Scalable Saturation of Streaming RDF Triples
inferred← citeshttps://doi.org/10.1007/978-81-322-2529-4_1openalex-snapshot
An Algorithm for Partitioning Community Graph into Sub-community Graphs Using Graph Mining Techniques
inferred← citeshttps://doi.org/10.1007/978-981-10-2585-3_5openalex-snapshot
Active Learning for Example-Based Dialog Systems
inferred← citeshttps://doi.org/10.1007/978-981-13-1274-8_7openalex-snapshot
6-Tier Design Framework for Smart Solution as a Service (SSaaS) Using Big Data
inferred← citeshttps://doi.org/10.1007/978-981-13-1280-9_10openalex-snapshot
Recommending Top N Movies Using Content-Based Filtering and Collaborative Filtering with Hadoop and Hive Framework
inferred← citeshttps://doi.org/10.1007/978-981-13-2254-9_13openalex-snapshot
An Empirical Analysis of Collaborative Filtering Algorithms for Building a Food Recommender System
inferred← citeshttps://doi.org/10.1007/978-981-13-2685-1_38openalex-snapshot
A New Framework for Collecting Implicit User Feedback for Movie and Video Recommender System
inferred← citeshttps://doi.org/10.1007/978-981-13-7561-3_9openalex-snapshot
Malware Signature Generation Using Locality Sensitive Hashing
inferred← citeshttps://doi.org/10.1007/978-981-15-1465-4_18openalex-snapshot
Cricket Stroke Recognition Using Computer Vision Methods
inferred← citeshttps://doi.org/10.1007/978-981-16-3675-2_37openalex-snapshot
Comparative Analysis of Apriori and ECLAT Algorithm for Frequent Itemset Data Mining
inferred← citeshttps://doi.org/10.1007/978-981-16-6636-0_14openalex-snapshot
Large Scale Image Registration Utilizing Data-Tunneling in the MapReduce Cluster
inferred← citeshttps://doi.org/10.1007/978-981-19-6634-7_32openalex-snapshot
K-Means Algorithm to Form Dynamic Cluster Formation to Counter the Static Property of K-Means
inferred← citeshttps://doi.org/10.1007/978-981-33-6141-6_2openalex-snapshot
A Deep Classifier for Crowdsourcing User Requests
inferred← citeshttps://doi.org/10.1007/978-981-92-0074-0_1openalex-snapshot
Adaptive Regularization in the Expectation–Maximization Algorithm for Gaussian Mixture Models
inferred← citeshttps://doi.org/10.1007/978-981-96-2417-1_18openalex-snapshot
Exhaustive Exploratory Analysis of Low Degree Maximum Period NLFSRs By Graph Analysis
inferred← citeshttps://doi.org/10.1007/978-981-96-5723-0_5openalex-snapshot
TopicMapper: Geotagged URL Topic Extraction and Categorization
inferred← citeshttps://doi.org/10.1007/978-981-96-9935-3_32openalex-snapshot
Pioneering Advances in AI, Machine Learning, and Big Data Analytics: A Review
inferred← citeshttps://doi.org/10.1007/978-981-97-0448-4_5openalex-snapshot
Stream Data Model and Architecture
inferred← citeshttps://doi.org/10.1007/978-981-97-2303-4_3openalex-snapshot
Locality Sensitive Hashing for Data Placement to Optimize Parallel Subgraph Query Evaluation
inferred← citeshttps://doi.org/10.1007/978-981-99-2602-2_41openalex-snapshot
Regression Test Case Optimization Using Jaccard Similarity Mapping of Control Flow Graph
inferred← citeshttps://doi.org/10.1007/978-981-99-3917-6_21openalex-snapshot
The PageRank Algorithm
inferred← citeshttps://doi.org/10.1007/978-981-99-5103-1_5openalex-snapshot
Data in Politics
inferred← citeshttps://doi.org/10.1007/s00024-018-1995-6openalex-snapshot
Earthquake Fingerprints: Extracting Waveform Features for Similarity-Based Earthquake Detection
inferred← citeshttps://doi.org/10.1007/s00180-020-00970-8openalex-snapshot
A Bayesian perspective of statistical machine learning for big data
inferred← citeshttps://doi.org/10.1007/s00287-019-01185-yopenalex-snapshot
Same-Same But Different: On Understanding Duplicates in Stack Overflow
inferred← citeshttps://doi.org/10.1007/s00449-019-02239-xopenalex-snapshot
Apparent protein cloud point temperature determination using a low volume high-throughput cryogenic device in combination with automated imaging
inferred← citeshttps://doi.org/10.1007/s00449-020-02327-3openalex-snapshot
Investigation of the reversibility of freeze/thaw stress-induced protein instability using heat cycling as a function of different cryoprotectants
inferred← citeshttps://doi.org/10.1007/s00453-025-01354-4openalex-snapshot
From Data Completion to Problems on Hypercubes: A Parameterized Analysis of the Independent Set Problem
inferred← citeshttps://doi.org/10.1007/s00500-021-05760-yopenalex-snapshot
Attribute dependency data analysis for massive datasets by fuzzy transforms
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