Autore	Ramirez David
Edizione	[1st ed. 2022.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
Descrizione fisica	1 online resource (495 pages)
Disciplina	006.31
Soggetto topico	Signal processing Computer science - Mathematics Mathematical statistics Machine learning Signal, Speech and Image Processing Probability and Statistics in Computer Science Machine Learning Processament de senyals Aprenentatge automàtic
Soggetto genere / forma	Llibres electrònics
ISBN	3-031-13331-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Introduction -- Historical perspective, motivating problems, and preview of what is to come -- Least Squares and related -- Classical correlations and coherence -- Coherence in the multivariate normal (MVN) model -- Classical tests for correlation -- One-channel matched subspace detectors -- Adaptive subspace detectors -- Two channel matched subspace detectors -- Detection of spatially-correlated time series -- Coherence and the detection of cyclostationarity -- Partial coherence for testing causality -- Subspace averaging -- Coherence and performance bounds -- Variations on coherence -- Conclusion.
Record Nr.	UNINA-9910637713703321

Autore	Suh Changho
Edizione	[1st ed. 2023.]
Pubbl/distr/stampa	Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2023
Descrizione fisica	1 online resource (294 pages)
Disciplina	381
Collana	Signals and Communication Technology
Soggetto topico	Artificial intelligence—Data processing Digital media Computer science—Mathematics Mathematical statistics Signal processing Data Science Digital and New Media Probability and Statistics in Computer Science Signal, Speech and Image Processing
ISBN	981-19-8008-X
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Preface -- Acknowledgements -- Part 1. Communication over the Gaussian channel -- Chapter 1.Overview of the book -- Chapter 2. A statistical model for additive noise channels -- Chapter 3. Additive Gaussian noise model -- Problem Set 1 -- Chapter 4. Optimal receiver: maximum A Posteriori (MAP) principle -- Chapter 5. Analysis of error probability -- Chapter 6. Multiple bits transmission via pulse amplitude modulation -- Problem Set 2 -- Chapter 7. Multi-shot communication -- Chapter 8. Repetition coding -- Chapter 9: Capacity of the additive white Gaussian noise channel -- Problem Set 3 -- Part 2. Communication over inter-symbol interference (ISI) channels -- Chapter 10. Signal conversion from discrete to continuous time (1/2) -- Chapter 11. Signal conversion from discrete to continuous time (2/2) -- Chapter 12. Optimal receiver architecture -- Problem Set 4 -- Chapter 13. Optimal receiver in ISI channels: maximum likelihood (ML) sequence detection -- Chapter 14. Optimal receiver in ISI channels: Viterbi algorithm -- Problem Set 5 -- Chapter 15.Orthogonal frequency division multiplexing (1/3) -- Chapter 16. Orthogonal frequency division multiplexing (2/3) -- Chapter 17. Orthogonal frequency division multiplexing (3/3) -- Problem Set 6 -- Part 3.Data science applications -- Chapter 18. Community detection as a communication problem -- Chapter 19. Community detection: ML principle -- Chapter 20. Community detection: An efficient algorithm -- Chapter 21. Community detection: Python implementation -- Problem Set 7 -- Chapter 22.Haplotype phasing as a communication problem -- Chapter 23. Haplotype phasing: ML principle -- Chapter 24: Haplotype phasing: An efficient algorithm. .
Record Nr.	UNINA-9910731488503321

Autore	Azim Tayyaba
Edizione	[1st ed. 2018.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018
Descrizione fisica	1 online resource (69 pages)
Disciplina	515.9
Collana	SpringerBriefs in Computer Science
Soggetto topico	Pattern recognition Signal processing Image processing Speech processing systems Information storage and retrieval Mathematical statistics Data structures (Computer science) Artificial intelligence Pattern Recognition Signal, Image and Speech Processing Information Storage and Retrieval Probability and Statistics in Computer Science Data Storage Representation Artificial Intelligence
ISBN	3-319-98524-8
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Chapter 1. Kernel Based Learning: A Pragmatic Approach in the Face of New Challenges -- Chapter 2. Fundamentals of Fisher Kernels -- Chapter 3. Training Deep Models and Deriving Fisher Kernels: A Step Wise Approach -- Chapter 4. Large Scale Image Retrieval and Its Challenges -- Chapter 5. Open Source Knowledge Base for Machine Learning Practitioners.
Record Nr.	UNINA-9910299348303321

Edizione	[1st ed. 2020.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020
Descrizione fisica	1 online resource (391 pages) : illustrations
Disciplina	511.352
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Computer science Computer engineering Computer networks Computer science—Mathematics Mathematical statistics Logic programming Application software Data structures (Computer science) Information theory Theory of Computation Computer Engineering and Networks Probability and Statistics in Computer Science Logic in AI Computer and Information Systems Applications Data Structures and Information Theory
ISBN	3-030-43662-4
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	A Probabilistic Error-Correcting Scheme that Provides Partial Secrecy -- Bridging a Small Gap in the Gap Ampli cation of Assignment Testers -- On (Valiant's) Polynomial-Size Monotone Formula for Majority -- Two Comments on Targeted Canonical Derandomizers -- On the Effect of the Proximity Parameter on Property Testers -- On the Size of Depth-Three Boolean Circuits for Computing Multilinear Functions -- On the Communication Complexity Methodology for Proving Lower Bounds on the Query Complexity of Property Testing -- Super-Perfect Zero-Knowledge Proofs -- On the Relation between the Relative Earth Mover Distance and the Variation Distance (an exposition) -- The Uniform Distribution is Complete with respect to Testing Identity to a Fixed Distribution -- A Note on Tolerant Testing with One-Sided Error -- On Emulating Interactive Proofs with Public Coins -- Reducing Testing Affine Spaces to Testing Linearity of Functions -- Deconstructing 1-Local Expanders -- Worst-case to Average-case Reductions for Subclasses of P -- On the Optimal Analysis of the Collision Probability Tester (an exposition) -- On Constant-Depth Canonical Boolean Circuits for Computing Multilinear Functions -- Constant-Round Interactive Proof Systems for AC0[2] and NC1 -- Flexible Models for Testing Graph Properties -- Pseudo-Mixing Time of Random Walks -- On Constructing Expanders for any Number of Vertices.
Record Nr.	UNISA-996418218403316

Edizione	[1st ed. 2017.]
Pubbl/distr/stampa	Cham : , : Springer International Publishing : , : Imprint : Springer, , 2017
Descrizione fisica	1 online resource (X, 371 p. 169 illus.)
Disciplina	005.11
Collana	Theoretical Computer Science and General Issues
Soggetto topico	Algorithms Data mining Artificial intelligence Computer vision Computer science—Mathematics Mathematical statistics Digital humanities Data Mining and Knowledge Discovery Artificial Intelligence Computer Vision Probability and Statistics in Computer Science Digital Humanities
ISBN	3-319-55750-5
Formato	Materiale a stampa
Livello bibliografico	Monografia
Lingua di pubblicazione	eng
Nota di contenuto	Algorithmic Songwriting with ALYSIA -- On Symmetry, Aesthetics and Quantifying Symmetrical Complexity -- Towards Polyphony Reconstruction Using Multidimensional Multiple Sequence Alignment -- Melody Retrieval and Classification Using Biologically-Inspired Techniques -- Evolved Aesthetic Analogies to Improve Artistic Experience -- Deep Artificial Composer: A Creative Neural Network Model for Automated Melody Generation -- A Kind of Bio-inspired Learning of mUsic stylE -- Using Autonomous Agents to Improvise Music Compositions in Real-time -- Generating Polyphonic Music Using Tied Parallel Networks -- Mixed-initiative Creative Drawing with webIconoscope -- Clustering Agents for the Evolution of Autonomous Musical Fitness -- EvoFashion: Customising Fashion Through Evolution -- A Swarm Environment for Experimental Performance and Improvisation -- Niche Constructing Drawing Robots -- Automated Shape Design by Grammatical Evolution -- Evolutionary Image Transition Using Random Walks -- Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos -- Assessing Augmented Creativity: Putting a Lovelace Machine for Interactive Title Generation through a Human Creativity Test -- Play It again: Evolved Audio Effects and Synthesizer Programming -- Fashion Design Aid System with Application of Interactive Genetic Algorithms -- Generalization Performance of Western Instrument Recognition Models in Polyphonic Mixtures with Ethnic Samples -- Exploring the Exactitudes Portrait Series with Restricted Boltzmann Machines -- Evolving Mondrian-Style Artworks -- Predicting Expressive Bow Controls for Violin and Viola. .
Record Nr.	UNISA-996466202903316