Intelligent methods and big data in industrial applications. ([2019])

• Record Type: Book
• Further Information: Note: Robert Bembenik, Łukasz Skonieczny, Grzegorz Protaziuk, Marzena Kryszkiewicz, Henryk Rybinski, editors.
• Editors: Bembenik, Robert; Skonieczny, Łukasz; Protaziuk, Grzegorz; Kryszkiewicz, Marzena; Rybiński, Henryk
• Contents: Nonlinear forecasting of energy futures.- Implementation of Generic Steering Algorithms for AI Agents in Computer Games.- The Dilemma of InnovationArticial Intelligence Trade-off.- Can we build recommender system for artwork evaluation?- Modelling OpenStreepMap data for determination of the fastest route under varying driving conditions.- Evolution algorithm for community detection in social networks using node centrality.- High Performance Computing By The Crowd.- Zero-overhead monitoring of remote terminal devices.- Asynchronous Specication of Production Cell Benchmark in IntegratedModel of Distributed Systems.- Implementing the Bus Protocol of a Microprocessor in a Software-Dened Computer.- ISMIS 2017 Data Mining Competition: TradingBased on Recommendations - XGBoost approach with feature engineering.- Fast Discovery of Generalized Sequential Patterns.- Seismic attributes similarity in facies classication.- Ecient Discovery of Sequential Patterns from Event-Based Spatio-Temporal Data by Applying Microclustering Approach.- Unsupervised machine learning in classication of neurobiological data.- Incorporating Fuzzy Logic in Object-Relational Mapping Layer for Flexible Medical Screenings.- Multimodal learning determines rules of disease development in longitudinal course with Parkinson's patients.- Comparison of Methods for Real and Imaginary Motion Classication from EEG Signals.- Procedural Generation of Multilevel Dungeons for Application in Computer Games using Schematic Maps and L-system.- An HMM-Based Framework for Supporting Accurate Classication of Music Datasets.- Classication of musical genres by means of listening tests and decision algorithms.- Handwritten signature verication system employing wireless biometric pen.- Towards Entity Timeline Analysis in Polish Political News.- Automatic Legal Document Analysis: Improving the Results of Information Extraction Processes using an Ontology.- To improve, or not to improve; how changes in corpora inuence the results of machine learning tasks on the example of datasets used for paraphrase identication.- Context Sensitive Sentiment Analysis of Financial Tweets: A New Dictionary.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource (xv, 376 pages), illustrations (some color)
• Subjects: 006.3; Engineering; Artificial intelligence -- Industrial applications; Big data; COMPUTERS / General; Artificial intelligence -- Industrial applications; Big data; Business & Economics -- Industries -- Computer Industry; Computers -- Intelligence (AI) & Semantics; Computers -- Database Management -- General; Computers -- Database Management -- Data Mining; Business mathematics & systems; Artificial intelligence; Databases; Data mining; Artificial intelligence; Data mining; Electronic books
• Languages: English
• ISBNs: 9783319776040; 3319776045
• Related ISBNs: 9783319776033
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed May 21, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.