{"text_format":"2","workbook":"xls","n_sheets":1,"sheets":["report2"],"not_rendered":{"charts":0,"images":0,"macros":0,"external_links":1,"defined_names":2,"comments":0,"pivot_tables":0},"unopened":[],"bounds":{"document_bytes":16777216,"sheet_cells":100000,"run_cost":"one","rows_first":2000,"rows_last":500,"rows_between":2000,"halvings":0,"cell_chars":16384,"cell_head_chars":4096},"cells_cut":0,"cells_raw":0,"read":"whole","date_system":"1900","formulas":"cached_only"}

{"sheet":"report2","index":0,"n_rows":33,"n_cols":5,"rows_kept":33,"cut":false,"hidden":false,"merged":[[0,2,0,3],[0,4,0,5],[1,2,1,3],[1,4,1,5],[2,2,2,3],[2,4,2,5],[3,2,3,3],[4,2,4,3],[5,2,5,3],[7,2,7,3],[8,2,8,3],[11,2,11,3],[11,4,11,5],[12,2,12,3],[12,4,12,5],[13,2,13,3],[14,2,14,3],[15,2,15,3],[16,2,16,3],[17,2,17,3],[18,2,18,3],[19,2,19,3],[27,2,27,3],[28,2,28,3],[30,2,30,3]],"flags":["formulas_cached_only"]}
[null,"1.","Record Nr.",null,"UNINA9910576878103321"]
[null,null,"Autore",null,"Portela Filipe"]
[null,null,"Titolo",null,"Data Science and Knowledge Discovery"]
[null,null,"Pubbl/distr/stampa",null,"Basel, : MDPI - Multidisciplinary Digital Publishing Institute, 2022"]
[null,null,"Descrizione fisica",null,"1 online resource (254 p.)"]
[null,null,"Soggetti",null,"Computer science"]
[{"$nulls":4},"Information technology industries"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Sommario/riassunto","Data Science (DS) is gaining significant importance in the decision process due to a mix of various areas, including Computer Science, Machine Learning, Math and Statistics, domain/business knowledge, software development, and traditional research. In the business field, DS's application allows using scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data to support the decision process. After collecting the data, it is crucial to discover the knowledge. In this step, Knowledge Discovery (KD) tasks are used to create knowledge from structured and unstructured sources (e.g., text, data, and images). The output needs to be in a readable and interpretable format. It must represent knowledge in a manner that facilitates inferencing. KD is applied in several areas, such as education, health, accounting, energy, and public administration. This book includes fourteen excellent articles which discuss this trending topic and present innovative solutions to show the importance of Data Science and Knowledge Discovery to researchers, managers, industry, society, and other communities. The chapters address several topics like Data mining, Deep Learning, Data Visualization and Analytics, Semantic data, Geospatial and Spatio-Temporal Data, Data Augmentation and Text Mining."]
[null,"2.","Record Nr.",null,"UNINA9910350304103321"]
[null,null,"Titolo",null,"Advances in Thin Films, Nanostructured Materials, and Coatings [[electronic resource] ] : Selected Papers from the 2018 International Conference on “Nanomaterials: Applications & Properties” / / edited by Alexander D. Pogrebnjak, Valentine Novosad"]
[null,null,"Pubbl/distr/stampa",null,"Singapore : , : Springer Singapore : , : Imprint : Springer, , 2019"]
[null,null,"ISBN",null,"981-13-6133-9"]
[null,null,"Edizione",null,"[1st ed. 2019.]"]
[null,null,"Descrizione fisica",null,"1 online resource (XI, 386 p. 212 illus., 123 illus. in color.)"]
[null,null,"Collana",null,"Lecture Notes in Mechanical Engineering, , 2195-4356"]
[null,null,"Disciplina",null,"620.44"]
[null,null,"Soggetti",null,"Surfaces (Physics)"]
[{"$nulls":4},"Engineering"]
[{"$nulls":4},"Nanochemistry"]
[{"$nulls":4},"Surfaces and Interfaces, Thin Films"]
[{"$nulls":4},"Nanotechnology and Microengineering"]
[{"$nulls":4},"Surface and Interface Science, Thin Films"]
[{"$nulls":4},"Characterization and Evaluation of Materials"]
[{"$nulls":4},"Materials Engineering"]
[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,"Thin Film Deposition by Plasma Beam of a Vacuum Arc with Refractory Anodes -- Multilayer Design of CrN/MoN Superhard Protective Coatings and Their Characterisation -- Structure and Properties of Combined Multilayer Coatings Based on Alternative Triple Nitride and Binary Metallic Layers -- DSC Investigations of the Effect of Annealing Temperature on the Phase Transformation Behaviour -- Microstructure and Mechanical Properties of Multilayered α­AlN/α-BCN -- Mass Transfer Model of Sputtering from Rod-Like Targets for Synthesis of Multielement Nanocoatings -- Self-Organized Growth by Sputtering and Other PVD Techniques -- On the Possibility of Training Demonstration of the Giant Magnetoresistance Effect in Higher School -- Multifractal analysis of the surfaces of protective (TiAlSiY)N, Me1-xN/CrN and Me1-xN/ZrN coatings."]
[null,null,null,"Sommario/riassunto","This book highlights the latest advances in chemical and physical methods for thin-film deposition and surface engineering, including ion- and plasma-assisted processes, focusing on explaining the "]
[{"$nulls":4},"synthesis/processing–structure–properties relationship for a variety of thin-film systems. It covers topics such as advances in thin-film synthesis; new thin-film materials: diamond-like films, granular alloys, high-entropy alloys, oxynitrides, and intermetallic compounds; ultra-hard, wear- and oxidation-resistant and multifunctional coatings; superconducting, magnetic, semiconducting, and dielectric films; electrochemical and electroless depositions; thin-film characterization and instrumentation; and industrial applications."]