02832nam 22006135 450 991104780400332120251020084903.03-031-91816-910.1007/978-3-031-91816-2(CKB)40896532700041(MiAaPQ)EBC32290356(Au-PeEL)EBL32290356(OCoLC)1537949860(DE-He213)978-3-031-91816-2(EXLCZ)994089653270004120251020d2026 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierPattern Recognition Primer /by Karol Przystalski, Maciej J. Ogorzałek, Jan K. Argasiński, Wiesław Chmielnicki1st ed. 2026.Cham :Springer Nature Switzerland :Imprint: Springer,2026.1 online resource (324 pages)Engineering Series3-031-91815-0  A Gentle Introduction -- Classifiers based on probability theory -- Unsupervised methods -- Decision trees -- Neural networks -- Support Vector Machine -- Ensemble methods -- Deep Learning. This textbook provides semester-length coverage of pattern recognition/classification, accessible to everyone who would like to understand how pattern recognition and machine learning works.  It explores the most commonly used classification methods in an intelligible way.  Unlike other books available for this course, this one explains from top to bottom each method with all needed details. Every method described is explained with examples in Python.  The presentation is designed to be highly accessible to students from a variety of disciplines, with no experience in machine learning.  Each chapter contains easy to understand code samples, as well as exercises to consolidate and test knowledge.  .Engineering SeriesElectronic circuitsPattern recognition systemsComputational intelligenceElectronic Circuits and SystemsAutomated Pattern RecognitionComputational IntelligenceElectronic circuits.Pattern recognition systems.Computational intelligence.Electronic Circuits and Systems.Automated Pattern Recognition.Computational Intelligence.006.4Przystalski Karol1798429Ogorzałek Maciej J1864416Argasiński Jan K1864417Chmielnicki Wiesław1864418MiAaPQMiAaPQMiAaPQBOOK9911047804003321Pattern Recognition Primer4471232UNINA02515nam 2200685Ia 450 991096698840332120251116175310.01-135-75692-91-135-75693-70-203-61019-91-280-05998-20-203-48613-710.4324/9780203486139 (CKB)1000000000249009(EBL)200985(OCoLC)437062570(SSID)ssj0000293244(PQKBManifestationID)11229741(PQKBTitleCode)TC0000293244(PQKBWorkID)10272410(PQKB)11665680(Au-PeEL)EBL200985(CaPaEBR)ebr10093823(CaONFJC)MIL5998(OCoLC)252906265(MiAaPQ)EBC200985(PPN)198451776(EXLCZ)99100000000024900920030410d2003 uy 0engur|n|---|||||txtccrCulture, civilization, and humanity /Tarek HeggyLondon ;Portland, OR Frank Cass20031 online resource (398 p.)Description based upon print version of record.0-7146-5554-6 0-7146-8434-1 Includes bibliographical references and index.Book Cover; Half-Title; Title; Copyright; Dedication; Contents; Part I Essays on the Values of Progress; Part II Essays on Egypt's Cultural Dilemma; Part III Essays on Contemporary Egyptian Problems; Part IV Essays on the Imperative Fall of Socialism: A Critique of Marxism; Notes; IndexDivided into four parts and comprising Tarek Heggy's writings on the Egyptian mind, this volume makes an attempt to diagnose the illnesses of contemporary Egyptian political and socio-economic actuality and prescribe two solutions: a liberal political system and a modern market economy.National characteristics, EgyptianGlobalizationCommunismEgyptCivilization1798-EgyptCultural policyNational characteristics, Egyptian.Globalization.Communism.962.055Ḥajjī Ṭāriq Aḥmad1881908MiAaPQMiAaPQMiAaPQBOOK9910966988403321Culture, civilization, and humanity4496811UNINA