Edizione	[1st ed. 2004.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2004
Descrizione fisica	1 online resource (X, 246 p.)
Disciplina	006.3
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Computer science Algorithms Computers Pattern recognition Artificial Intelligence Computer Science, general Algorithm Analysis and Problem Complexity Computation by Abstract Devices Pattern Recognition
ISBN	3-540-28650-0
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	An Introduction to Pattern Classification -- Some Notes on Applied Mathematics for Machine Learning -- Bayesian Inference: An Introduction to Principles and Practice in Machine Learning -- Gaussian Processes in Machine Learning -- Unsupervised Learning -- Monte Carlo Methods for Absolute Beginners -- Stochastic Learning -- to Statistical Learning Theory -- Concentration Inequalities.
Record Nr.	UNISA-996465660903316

Edizione	[1st ed. 2003.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2003
Descrizione fisica	1 online resource (X, 266 p.)
Disciplina	006.3/1
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Social sciences Humanities Computer science Algorithms Artificial Intelligence Humanities and Social Sciences Theory of Computation
ISBN	3-540-36434-X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	A Few Notes on Statistical Learning Theory -- A Short Introduction to Learning with Kernels -- Bayesian Kernel Methods -- An Introduction to Boosting and Leveraging -- An Introduction to Reinforcement Learning Theory: Value Function Methods -- Learning Comprehensible Theories from Structured Data -- Algorithms for Association Rules -- Online Learning of Linear Classifiers.
Record Nr.	UNISA-996465288203316

Edizione	[1st ed. 2015.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2015
Descrizione fisica	1 online resource (XVIII, 265 p. 102 illus. in color.)
Disciplina	006.3
Collana	Lecture Notes in Artificial Intelligence
Soggetto topico	Artificial intelligence Algorithms Mathematical statistics Computers Database management Application software Artificial Intelligence Algorithm Analysis and Problem Complexity Probability and Statistics in Computer Science Computation by Abstract Devices Database Management Information Systems Applications (incl. Internet) Intel·ligència artificial Estadística bayesiana
Soggetto genere / forma	Congressos Llibres electrònics
ISBN	3-319-28379-0
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Effectiveness of graphical models including modeling. Reasoning, model selection -- Logic-probability relations -- Causality. Applying graphical models in real world settings -- Scalability -- Incremental learning.-Parallelization.
Record Nr.	UNISA-996466369303316

Edizione	[1st ed. 2017.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Descrizione fisica	1 online resource (IX, 129 p. 74 illus.)
Disciplina	004.35
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Software engineering Algorithms Computer networks Operating systems (Computers) Compilers (Computer programs) Microprocessors Computer architecture Software Engineering Computer Communication Networks Operating Systems Compilers and Interpreters Processor Architectures
ISBN	3-319-67952-X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Platform-Adaptive High-Throughput Surveillance Video Condensation on Heterogeneous Processor Clusters -- Using Data Compression for Optimizing FPGA-based Convolutional Neural Network Accelerators -- Molecular docking Simulation Based on CPU-GPU Heterogeneous Computing -- FixCaffe: Training CNN with Low Precision Arithmetic Operations by Deep Learning Framework Caffe -- SysMon: Monitoring Memory Behaviors via OS Approach -- Self-adaptive Failure Detector for Peer-to-Peer Distributed System Considering the Link Faults -- A Survey about Quantitative Measurement of Performance Variability in High Performance Computers -- GDCRT: In-Memory 2D Geographical Dynamic Cascading Range Tree -- Eleven Code: A 3-Erasure MDS Code with Optimize Partial Stripes Writes -- Parallel Peer Pressure Clustering Algorithm based on Linear Algebra Computation -- T-List: A Concurrent Skip List Balanced on Search.
Record Nr.	UNISA-996465551803316

Edizione	[1st ed. 2013.]
Pubbl/distr/stampa	Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2013
Descrizione fisica	1 online resource (XII, 410 p. 187 illus.)
Disciplina	005.1
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Software engineering Algorithms Computer networks Operating systems (Computers) Compilers (Computer programs) Software Engineering Computer Communication Networks Operating Systems Compilers and Interpreters
ISBN	3-642-45293-0
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Inference and Declaration of Independence in Task-Parallel Programs -- BDDT: Block-Level Dynamic Dependence Analysis for Task-Based -- A User-Level NUMA-Aware Scheduler for Optimizing Virtual Machine Performance -- Towards RTOS: A Preemptive Kernel Basing on Barrelfish -- Interrupt Modeling and Verification for Embedded Systems Based on Time Petri Nets -- Pruning False Positives of Static Data-Race Detection via Thread Specialization -- G-Paradex: GPU-Based Parallel Indexing for Fast Data Deduplication -- Research on SPH Parallel Acceleration Strategies for Multi-GPU Platform -- Binarization-Based Human Detection for Compact FPGA Implementation -- HPACS: A High Privacy and Availability Cloud Storage Platform with Matrix Encryption -- ECAM: An Efficient Cache Management Strategy for Address Mappings in Flash Translation Layer -- A Performance Study of Software Prefetching for Tracing Garbage Collectors -- Adaptive Implementation Selection in the SkePU Skeleton Programming Library -- Automatic Skeleton-Based Compilation through Integration with an Algorithm Classification -- Hierarchical Clustering Routing Protocol Based on Optimal Load Balancing in Wireless Sensor Networks -- An Efficient Parallel Mechanism for Highly-Debuggable Multicore Simulator -- Data Access Type Aware Replacement Policy for Cache Clustering Organization of Chip Multiprocessors -- Agent-Based Credibility Protection Model for Decentralized Network Computing Environment -- A Vectorized K-Means Algorithm for Intel Many Integrated Core Architecture -- Towards Eliminating Memory Virtualization Overhead -- An Improved FPGAs-Based Loop Pipeline Scheduling Algorithm for Reconfigurable Compiler -- ACF: Networks-on-Chip Deadlock Recovery with Accurate Detection and Elastic Credit -- An Auction and League Championship Algorithm Based Resource Allocation Mechanism for Distributed Cloud -- Accelerating Software Model Checking Based on Program Backbone -- A Cloud Computing System for Snore Signals Processing -- Research on Optimum Checkpoint Interval for Hybrid Fault Tolerance -- Programming Real-Time Image Processing for Manycores in a High-Level Language -- Self-adaptive Retransmission for Network Coding with TCP.
Record Nr.	UNISA-996465333603316