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[null,"1.","Record Nr.",null,"UNINA9910337835803321"]
[null,null,"Autore",null,"Hutter Frank"]
[null,null,"Titolo",null,"Automated Machine Learning [[electronic resource] ] : Methods, Systems, Challenges / / edited by Frank Hutter, Lars Kotthoff, Joaquin Vanschoren"]
[null,null,"Pubbl/distr/stampa",null,"Cham, : Springer Nature, 2019"]
[{"$nulls":4},"Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019"]
[null,null,"ISBN",null,"3-030-05318-0"]
[null,null,"Edizione",null,"[1st ed. 2019.]"]
[null,null,"Descrizione fisica",null,"1 online resource (XIV, 219 p. 54 illus., 45 illus. in color.)"]
[null,null,"Collana",null,"The Springer Series on Challenges in Machine Learning, , 2520-131X"]
[null,null,"Disciplina",null,"006.3"]
[null,null,"Soggetti",null,"Artificial intelligence"]
[{"$nulls":4},"Optical data processing"]
[{"$nulls":4},"Pattern recognition"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Image Processing and Computer Vision"]
[{"$nulls":4},"Pattern Recognition"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,"Nota di contenuto",null,"1 Hyperparameter Optimization -- 2 Meta-Learning -- 3 Neural Architecture Search -- 4 Auto-WEKA -- 5 Hyperopt-Sklearn -- 6 Auto-sklearn -- 7 Towards Automatically-Tuned Deep Neural Networks -- 8 TPOT -- 9 The Automatic Statistician -- 10 AutoML Challenges."]
[null,null,null,"Sommario/riassunto","This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for "]
[{"$nulls":4},"researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work."]
[null,"2.","Record Nr.",null,"UNINA9911019956903321"]
[null,null,"Titolo",null,"Characterization & control of interfaces for high quality advanced materials : proceedings of the International Conference on the Characterization and Control of Interfaces for High Quality Advanced Materials (ICCCI 2003), Kurashiki, Japan, 2003 / / edited by Kevin Ewsuk ... [et al.]"]
[null,null,"Pubbl/distr/stampa",null,"Westerville, Ohio, : American Ceramic Society, c2005"]
[null,null,"ISBN",null,"9786613652584"]
[{"$nulls":4},"9781280675652"]
[{"$nulls":4},"1280675659"]
[{"$nulls":4},"9781118406038"]
[{"$nulls":4},"1118406036"]
[{"$nulls":4},"9781118406045"]
[{"$nulls":4},"1118406044"]
[null,null,"Descrizione fisica",null,"1 online resource (504 p.)"]
[null,null,"Collana",null,"Ceramic transactions, , 1042-1122 ; ; v. 146"]
[null,null,"Disciplina",null,"530.417"]
[null,null,"Soggetti",null,"Interfaces (Physical sciences)"]
[{"$nulls":4},"Nanoparticles"]
[{"$nulls":4},"Surfaces (Technology)"]
[{"$nulls":4},"Ceramic materials"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Note generali","Description based upon print version of record."]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"Characterization & Control of Interfaces for High Quality Advanced Materials; Contents; Preface; Nanoparticle Design and Suspension Control; Supercritical Hydrothermal Synthesis of Nanoparticles; Production of Ordered Porous Structures with Controlled Wall Thickness; Control of Dispersion Characteristics of T i 0 2 Nano-Powders for Electronic Paper; Direct Force Measurements of Ceramic Nanoparticles in Liquid Media; Direct Force Measurements Between Zirconia Surfaces: Influence of the Concentration of Polyacrylic Acid, pH, and Molecular Weight"]
[{"$nulls":4},"Effects of Polymer Dispersant Molecular Structure on Nonaqueous Ceramic SuspensionsInfluence of the Molecular Structure of a Polymer Dispersant on Concentrated SiC Aqueous Suspensions; Synthesis of TiO2 Nano-Powders from Aqueous Solutions with Various Cation and "]
[{"$nulls":4},"Anion Species; Characterization of Nano-Particle Dispersion in a Silica Slurry; Effects of Slurry Preparation Conditions on Granule Properties and the Strength of Alumina Ceramics; High Temperature Interfaces; Effects of Titanium on Wettability and Interfaces in Aluminum/Ceramic Systems"]
[{"$nulls":4},"Interface Phenomena and Wettability in the B4C/(Me-Si) Systems (Me = Cu, Au, Sn)Interfacial Reactions Between Metals and Ceramics at Elevated Temperatures; Intrinsic Wettability and Wetting Dynamics in the AI/a-AI203 System; Wetting in the Tin-Silver-Titanium/Sapphire System; Tensile Properties of a Friction Stir Welded Thin-Sheet of I050-H24 Aluminum Alloy; Surface Tension of 304 Stainless Steel under Plasma Conditions; The Effect of Minor Elements in Argon Shielding Gas on Convection in a Molten Weld Pool; Particulate Materials"]
[{"$nulls":4},"Characterization of a Photocatalyst Prepared by a New Method to Introduce Ti Sites on the Surface of SilicaParticle Oriented Bismuth Titanate Ceramics Prepared in a Magnetic Field; Formation of Nanostructure Composites Using Advanced Mechanical Processing; Synthesis of AIN by Gas-Reduction-Nitridation of Transition Alumina Powder; Effects of a Phase Content on the Sintering Behavior of Si3N4 Powder; Fabrication, Microstructure, and Corrosion Resistance of ß-Sialon Nano-Ceramics; Characteristics of Dehumidifier Sheets for an Adsorptive Desiccant Cooling System; Novel Processing"]
[{"$nulls":4},"Development of New Materials by Mechanical AlloyingMagnetic Properties of Ni-Ferrite Produced by High Energy Milling; Centrifugal Pressure Assisted Diffusion Bonding of Ceramics; Formation of Interfacial Phases at a SiC/Cu Joint Friction-Bonded With Ti; An Aerosol Deposition Method and its Application to Make MEMS Devices; Morphology and Performance of a Ni-YSZ Cermet Anode for Solid Oxide Fuel Cells; Fuel Cell Technology in Thailand; Electrophoretic Deposition of a High Performance La(Sr)Ga(Mg)O3 Electrolyte Film for a Low Temperature Solid Oxide Fuel Cell"]
[{"$nulls":4},"Formation of MgB2 Superconducting Phase from Mg and B Composite Particles Produced by Mechanical Mixing"]
[null,null,null,"Sommario/riassunto","Interface characterization and control are critical in the design and manufacture of high quality advanced materials, particularly, for nanomaterials. This proceedings features papers on interface science and technology that provide a unique and state-of-the art perspective on interface characterization and control. Articles from scientists and engineers from 11 different countries address interface control, high temperature interfaces, nanoparticle design, nanotechnology, suspension control, novel processing, particulate materials, microstructure, and hot gas cleaning. This unique volume will"]