Edizione	[1st ed. 2018.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Descrizione fisica	1 online resource (XIV, 396 p. 83 illus.)
Disciplina	006.3
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Application software Information storage and retrieval Natural language processing (Computer science) Algorithms Data mining Artificial Intelligence Information Systems Applications (incl. Internet) Information Storage and Retrieval Natural Language Processing (NLP) Algorithm Analysis and Problem Complexity Data Mining and Knowledge Discovery
ISBN	3-319-89656-3
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Compressing Bayesian Networks: Swarm-Based Descent, Efficiency, and Posterior Accuracy -- De-Causalizing NAT-Modeled Bayesian Networks for Inference Efficiency -- A Novel Evaluation Methodology for Assessing Off-Policy Learning Methods in Contextual Bandits -- Synthesizing Controllers: On the Correspondence Between LTL Synthesis and Non-Deterministic Planning -- Logic-Based Benders Decomposition for Two-Stage Flexible Flow Shop Scheduling with Unrelated Parallel Machines -- Advice-Based Exploration in Model-Based Reinforcement Learning -- Deep Super Learner: A Deep Ensemble for Classification Problem -- One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data -- MedFact: Towards Improving Veracity of Medical Information in Social Media Using Applied Machine Learning -- Re-ranking Candidate Lists for Improved Lexical Induction -- Analysis of Social Media Posts for Early Detection of Mental Health Conditions -- Motor Bearing Fault diagnosis Using Deep Convolutional Neural Networks with 2D Analysis of Vibration Signal -- Mobile App for Detection of Counterfeit Banknotes -- A Multi-agent Framework for Understanding Addiction -- Infusing Domain Knowledge to Improve the Detection of Alzheimer's Disease from Everyday Motion Behavior -- An Incremental Machine Learning Algorithm for Nuclear Forensics -- MML-Based Approach for Determining the Number of Topics in EDCM Mixture Models -- Constrained Bayesian Optimization for Problems with Piece-wise Smooth Constraints -- Dimensionality Reduction and Visualization by Doubly Kernelized Unit Ball Embedding -- Accelerated Gradient and Block-wise Gradient Methods for Big Data Factorization -- Learning Belief Revision Operators -- Solving Constraint Satisfaction Problems Using Firey Algorithms -- An AI Planning-Based Approach to the Multi-Agent Plan Recognition Problem -- Predicting Transportation Modes of GPS Trajectories Using Feature Engineering and Noise Removal -- Prediction of Container Damage Insurance Claims for Optimized Maritime Port Operations -- Drug-Target Interaction Network Predictions for Drug Repurposing Using LASSO-based Regularized Linear Classification Model -- Optimal Scheduling for Smart Charging of Electric Vehicles Using Dynamic Programming -- Combining MCTS and A3C for Prediction of Spatially Spreading Processes in Forest Wildfire Settings -- Text-based Detection of Unauthorized Users of Social Media Accounts -- N-gram Based Approach for Automatic Prediction of Essay Rubric Marks -- Matching Resumes to Job Descriptions with Stacked Models -- Towards a Comprehensive Evaluation of Recommenders: A Cognition-based Approach -- A Sentence-level Sparse Gamma Topic Model for Sentiment Analysis -- Topic Detection and document Similarity on Financial News -- Software Defect Prediction from Code Quality Measurements via Machine Learning -- Automated Scheduling: Reinforcement Learning Approach to Algorithm Policy Learning -- Estimating Vineyard Grape Yield from Images -- Real-time Deep Learning Pedestrians Classification on a Micro-controller -- A Unified Evaluation Framework for Recommender Systems -- Early Detection of Alzheimer's Disease Using Deep Learning -- Learning with Prior Domain Knowledge and Insufficient Annotated Data -- Predicting Crime Using Spatial Features -- A Tool for Defining and Simulating Storage Strategies on the Smart Grid -- Decision Assist for Self-Driving Cars -- Rule Mining and Prediction Using the Flek Machine -- A New Machine Learning Engine.
Record Nr.	UNINA-9910349423503321

Edizione	[1st ed. 2016.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
Descrizione fisica	1 online resource (XIX, 510 p. 134 illus.)
Disciplina	006.3
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Application software Computers Information storage and retrieval Algorithms Computer communication systems Artificial Intelligence Information Systems Applications (incl. Internet) Computation by Abstract Devices Information Storage and Retrieval Algorithm Analysis and Problem Complexity Computer Communication Networks
ISBN	3-319-44636-3
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Image and video -- Classification -- Clustering -- Multiagent Systems -- Machine Learning -- Applications -- Evolutionary and Genetic Algorithms -- Metaheuristics -- Optimization -- Fuzzy Logic: Foundations and applications.
Record Nr.	UNINA-9910483940303321

Edizione	[1st ed. 2015.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Descrizione fisica	1 online resource (XIV, 358 p. 86 illus. in color.)
Disciplina	006.3
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Application software Computers Information storage and retrieval Algorithms Computer communication systems Artificial Intelligence Information Systems Applications (incl. Internet) Computation by Abstract Devices Information Storage and Retrieval Algorithm Analysis and Problem Complexity Computer Communication Networks
ISBN	3-319-24598-8
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Record Nr.	UNINA-9910485022203321

Edizione	[1st ed. 2013.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Descrizione fisica	1 online resource (XVIII, 404 p. 98 illus.)
Disciplina	006.3
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Application software Computers Information storage and retrieval Algorithms Computer communication systems Artificial Intelligence Information Systems Applications (incl. Internet) Computation by Abstract Devices Information Storage and Retrieval Algorithm Analysis and Problem Complexity Computer Communication Networks
ISBN	3-642-40643-2
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Constraints, Search and Planning -- Intelligent Web and Information Retrieval -- Fuzzy systems -- Knowledge Representation, Reasoning and Logic -- Machine Learning -- Multidisciplinary Topics and Applications -- Metaheuristics -- Uncertainty in Artificial Intelligence.
Record Nr.	UNISA-996465398503316