Edizione	[1st ed. 2019.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
Descrizione fisica	1 online resource (XVII, 723 p. 361 illus., 172 illus. in color.)
Disciplina	004.678
Collana	Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico	Data mining Artificial intelligence Computers Computer organization Data Mining and Knowledge Discovery Artificial Intelligence Computing Milieux Computer Systems Organization and Communication Networks
ISBN	3-030-30952-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Online Anomaly Detection via Incremental Tensor Decomposition -- Intelligent Trader Model based on Deep Reinforcement Learning -- BiRNN-DKT: Transfer Bi-directional LSTM RNN for Knowledge Tracing -- Semi-supervised Learning to Rank with Uncertain Data -- Signed Network Embedding Based on Noise Contrasive Estimation and Deep Learning -- Under Water Object Detection Based on Convolution Neural Network -- Face Photo-Sketch Synthesis based on Conditional Adversarial Networks -- Research and Implementation of Vehicle Tracking Algorithm based on Multi-feature Fusion -- An Enterprise Competitiveness Assessment Method based on Ensemble Learning -- A Method for Duplicate Record Detection Using Deep Learning -- Case Facts Analysis Method Based on Deep Learning -- The Air Quality Prediction Based on a Convolutional LSTM Network -- Core Solution Computing Algorithm of Web Data Exchange -- A Novel Adaptive Tuning Mechanism for Kafka-based Ordering Service -- Author Name Disambiguation in Heterogeneous Academic Networks -- Is Bigger Data Better for Defect Prediction: Examining the Impact of Data Size on Supervised and Unsupervised Defect Prediction -- Using Behavior Data to Predict the Internet Addition of College Students -- Detection of Entity-description Conflict on Duplicated Data Based on Merkle-tree for IIoT -- Anti-money Laundering (AML) Research: A System for Identification and Multi-Classification -- Research of Query Verification Algorithm on Body Sensing Data in Cloud Computing Environment -- Analysis of Macro Factors of Welfare Lottery Marketing Based on Big Data -- An inflection point based clustering method for sequence data -- Efficient Large-Scale Multi-Graph Similarity Search Using MapReduce -- A Subgraph Query Method based on Adjacent Node Features on Large-scale Label Graphs -- Semantic Web Service Discovery Based on LDA Clustering -- Research and Implementation of Anti-Occlusion Algorithm for Vehicle Detection in Video Data -- Temporal Dependency Mining from Multi-Sensor Event Sequences for Predictive Maintenance -- An anomaly pattern detection method for sensor data -- A Sequence-to-Sequence Text Summarization Model with Topic based Attention Mechanism -- Sentiment Tendency Analysis of NPC & CPPCC in German News -- Ensemble Methods for Word Embedding Model Based on Judicial Text -- Multilingual Short Text Classification Based on LDA and BiLSTM-CNN Neural Network -- Random Sequence Coding based Privacy Preserving Nearest Neighbor Query Method -- Multi-keyword Search Bsed On Attribute Encryption -- Private Trajectory Data Publication for Trajectory Classification -- Adaptive Authorization Access Method for Medical Cloud Data based on Attribute Encryption -- Dummy-based Trajectory Privacy Protection against Exposure Location Attacks -- Privacy Protection Workflow Publishing Under Differential Privacy -- A Cross-network User Identification Model based on Two-phase Expansion -- Prediction based on Node Embedding and Personalized Time Interval in Temporal Multi-relational Network -- A Unified Relational Storage Scheme for RDF and Property Graphs -- Construction Research and Application of Poverty Alleviation Knowledge Graph -- Graph Data Retrieval Algorithm for Knowledge Fragmentation -- A Method of Link Prediction Using Meta Path and Attribute Information -- TransFG: A Fine-Grained Model for Knowledge Graph Embedding -- Adjustable Location Privacy-Preserving Nearest Neighbor Query Method -- Semi-supervised Sentiment Classification Method based on Weibo Social Relationship -- Organization and Query Optimization of Large-scale Product Knowledge -- Drug Abuse Detection via Broad Learning.
Record Nr.	UNISA-996466433603316

Edizione	[1st ed. 2014.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2014
Descrizione fisica	1 online resource (XII, 263 p. 88 illus.)
Disciplina	004.678
Collana	Lecture Notes in Business Information Processing
Soggetto topico	Application software Information technology Business—Data processing E-commerce Software engineering Information Systems Applications (incl. Internet) IT in Business e-Commerce/e-business Software Engineering
ISBN	3-662-44300-7
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Part: Internet Technology -- Networked XML Compression by Encoding Pre-order Traversals -- Generating XACML Enforcement Policies for Role-Based Access Control of XML Documents -- Engineering Flexible Service-Oriented Transactions -- HTML5 Agents: Mobile Agents for the Web -- Watermarking Digital Images in the Frequency Domain: Performance and Attack Issues -- Part: Web Interfaces and Applications -- Towards a Web of Semantic Tags -- Web Service Discovery and Execution Using a Dialog-Based Approach -- Comparison of Mobile Web Frameworks -- Improving Search Engines’ Document Ranking Employing Semantics and an Inference Network -- Category-Based YouTube Request Pattern Characterization -- Society, e-Business and e-Government -- Enhancing the Modularity and Applicability of Web-Based Signature-Verification Tools -- Status Quo and Best Practices of App Development in Regional Companies -- Web Intelligence -- Vector Space Models for the Classification of Short Messages on Social Network Services -- FactRunner: A New System for NLP-Based Information Extraction from Wikipedia -- Mobile Information Systems -- Context and Activity Recognition for Personalized Mobile Recommendations.
Record Nr.	UNINA-9910298974703321

Edizione	[1st ed. 2020.]
Pubbl/distr/stampa	Cham, Switzerland : , : Springer, , [2020]
Descrizione fisica	1 online resource (XVIII, 610 p. 257 illus., 152 illus. in color.)
Disciplina	004.678
Collana	Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico	Information storage and retrieval systems Web databases Systems engineering
ISBN	3-030-62008-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Information Extraction -- TaskGenie: Crowd-powered Generation of Struggling Search Tasks -- Search Engine Similarity Analysis: A Combined Content and Rankings Approach -- Evaluating Similarity Measures for Dataset Search -- Towards Efficient Retrieval of Top-$k$ Entities in Systems of Engagement -- A Compare-Aggregate Model with External Knowledge for Query-focused Summarization -- An Active Learning Based Hybrid Neural Network for Joint Information Extraction -- ABLA: an algorithm for repairing structure-based locators through attribute annotations -- Text Mining -- Automatic action extraction for short text conversation using unsupervised learning -- Topic Analysis by Exploring Headline Information -- A Text Mining Approach to Extract and Rank Innovation Insights from Research Projects -- Automatic Complex Word Identification Using Implicit Feedback From User Copy Operations -- A Densely Connected Encoder Stack Approach for Multi-type Legal Machine Reading Comprehension -- Security and Privacy -- Privacy-Preserving Data Generation and Sharing Using Identification Sanitizer -- Robust Blockchain-based Cross-platform Audio Copyright Protection System Using Content-based Fingerprint -- Fragmentation in Outsourced Data Storage -- A Graph Data Privacy-Preserving Method based on Generative Adversarial Networks -- Channel Correlation Based Robust Audio Watermarking Mechanism For Stereo Signals -- Adaptive Online Learning for Vulnerability Exploitation Time Prediction -- Recommender Systems -- Double-Wing Mixture of Experts for Streaming Recommendations -- Modelling Local and Global Dependencies for Next-item Recommendations -- Why-Not Questions & Explanations for Collaborative Filtering -- Learning from Multiple Graphs of User and Book Interactions for Campus Book Recommendation -- A clustering-based collaborative filtering recommendation algorithm via deep learning user side information -- Path-Based Academic Paper Recommendation -- Database System and Workflow -- A Slice-Based Method to Speed Up Join View Maintenance for Transactions -- A Chunk-Based Hash Table Caching Method for In-Memory Hash Joins -- An Asynchronous View Maintenance Approach Based on IO Sharing -- AQapprox: Aggregation Queries Approximation with Distributionaware Online Sampling -- LogRank+: A Novel Approach to Support Business Process Event Log Sampling -- ProvONE+: A Provenance Model for Scientific Workflows -- Data Mining and Applications -- Fair Outlier Detection -- A new effective and efficient measure for outlying aspect mining -- Time Series Data Cleaning Based on Dynamic Speed Constraints -- Predicting MOOCs Dropout with A Deep Model -- RFRSF: Employee Turnover Prediction based on Random Forests and Survival Analysis -- A Deep Sequence-to-Sequence Method for Aircraft Landing Speed Prediction based on QAR Data -- Fine-grained Multi-label Sexism Classification using Semi-supervised Learning -- aDFR: An Attention-based Deep Learning Model for Flight Ranking -- Dealing With Ratio Metrics in A/B Testing at the Presence of Intra-User Correlation and Segments -- Risk Monitoring Services of Discharged SARS-CoV-2 Patients -- UAVFog-assisted Data-driven Disaster Response: Architecture, Use Case, and Challenges.
Record Nr.	UNISA-996418286503316

Edizione	[1st ed. 2016.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
Descrizione fisica	1 online resource (XXIII, 452 p. 142 illus.)
Disciplina	004.678
Collana	Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico	Application software Information storage and retrieval Database management Computer communication systems Software engineering Data mining Information Systems Applications (incl. Internet) Information Storage and Retrieval Database Management Computer Communication Networks Software Engineering Data Mining and Knowledge Discovery
ISBN	3-319-48743-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Social Network Data Analysis -- Recommender Systems -- Topic Modeling -- Data Diversity -- Data Similarity -- Context-Aware Recommendation -- Prediction -- Big Data Processing -- Cloud Computing -- Event Detection -- Data Mining -- Sentiment Analysis -- Ranking in Social Networks -- Microblog Data Analysis -- Query Processing -- Spatial and Temporal Data -- Graph Theory -- Non-Traditional Environments -- and Special Session on Data Quality and Trust in Big Data.
Record Nr.	UNISA-996465615703316

Edizione	[1st ed. 2018.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Descrizione fisica	1 online resource (XX, 518 p. 152 illus.)
Disciplina	006 004.678
Collana	Information Systems and Applications, incl. Internet/Web, and HCI
Soggetto topico	Application software Data mining Information storage and retrieval systems Artificial intelligence Computer arithmetic and logic units Computer and Information Systems Applications Data Mining and Knowledge Discovery Information Storage and Retrieval Artificial Intelligence Arithmetic and Logic Structures
ISBN	3-030-02925-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Blockchain -- Security -- Social network and security -- Social network -- Microblog data analysis -- Graph data -- Information extraction -- Text mining -- Recommender systems -- Medical data analysis -- Web services and cloud computing -- Data stream and distributed computing -- Data mining techniques -- Entity linkage and semantics -- Web applications -- Data mining applications.
Record Nr.	UNINA-9910349394603321