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Latent Factor Analysis for High-dimensional and Sparse Matrices
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ISBN: 9789811967030 9789811967023 9789811967047 9811967032 Year: 2022 Publisher: Singapore Springer Nature Singapore :Imprint: Springer

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Abstract

Latent factor analysis models are an effective type of machine learning model for addressing high-dimensional and sparse matrices, which are encountered in many big-data-related industrial applications. The performance of a latent factor analysis model relies heavily on appropriate hyper-parameters. However, most hyper-parameters are data-dependent, and using grid-search to tune these hyper-parameters is truly laborious and expensive in computational terms. Hence, how to achieve efficient hyper-parameter adaptation for latent factor analysis models has become a significant question. This is the first book to focus on how particle swarm optimization can be incorporated into latent factor analysis for efficient hyper-parameter adaptation, an approach that offers high scalability in real-world industrial applications. The book will help students, researchers and engineers fully understand the basic methodologies of hyper-parameter adaptation via particle swarm optimization in latent factor analysis models. Further, it will enable them to conduct extensive research and experiments on the real-world applications of the content discussed.


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Het geheim van de hersenchip : zelfgids voor mensen met een psychose
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ISBN: 9064451753 9789064451751 Year: 2000 Publisher: Berchem EPO

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Een psychose is een ernstige psychische aandoening. Het is een stoornis die je gedeeltelijk afsluit van de wereld zoals de andere mensen die beleven. En die je tegelijkertijd opsluit in jezelf als was het een bang sprookjesbos. Het is een aandoening met typische rare en nare symptomen zoals waangedachten en hallucinaties. Een psychose kan ernstig zijn en lang aanhouden. Dan noemt men het meestal schizofrene psychose of schizofrenie.

Keywords

Psychotic Disorders. --- Self Care. --- Schizotypal Personality Disorder. --- psychiatrie --- psychose --- 606.3 --- zelfhulp --- ziektebeleving --- S2007761.JPG --- gezondheidsvoorlichting en -opvoeding --- patiëntenbegeleiding --- psychische syndromen --- 606.31 --- 684.94 --- hallucinaties --- paranoia --- psycho-educatie --- psychodiagnostiek --- schizofrenie --- stripverhaal --- symptomen --- therapie --- Incipient Schizophrenia --- Latent Schizophrenia --- Personality Disorder, Schizotypal --- Pseudoneurotic Schizophrenia --- Pseudopsychopathic Schizophrenia --- Schizophrenia, Borderline --- Schizophrenia, Latent --- Schizophrenia, Pseudoneurotic --- Borderline Schizophrenia --- Borderline Schizophrenias --- Disorder, Schizotypal Personality --- Disorders, Schizotypal Personality --- Incipient Schizophrenias --- Latent Schizophrenias --- Personality Disorders, Schizotypal --- Pseudoneurotic Schizophrenias --- Pseudopsychopathic Schizophrenias --- Schizophrenia, Incipient --- Schizophrenia, Pseudopsychopathic --- Schizophrenias, Borderline --- Schizophrenias, Incipient --- Schizophrenias, Latent --- Schizophrenias, Pseudoneurotic --- Schizophrenias, Pseudopsychopathic --- Schizotypal Personality Disorders --- Self-Care --- Care, Self --- Psychosis --- Psychoses --- Psychosis, Brief Reactive --- Schizoaffective Disorder --- Schizophreniform Disorders --- Brief Reactive Psychoses --- Brief Reactive Psychosis --- Disorder, Psychotic --- Disorder, Schizoaffective --- Disorder, Schizophreniform --- Disorders, Psychotic --- Disorders, Schizoaffective --- Disorders, Schizophreniform --- Psychoses, Brief Reactive --- Psychotic Disorder --- Reactive Psychoses, Brief --- Reactive Psychosis, Brief --- Schizoaffective Disorders --- Schizophreniform Disorder --- psychopathologie, psychiatrische ziektekunde, neurosen, psychosen, oorlogssyndromen en verslavingsziekten --- (zie ook: Oremtheorie, Van den Brink-Tjebbestheorie) --- 616.2 --- 367 --- Psychopathologie - Psychiatrische ziektekunde --- Psychosen --- het boek, boekillustratie --- Psychosen. --- psychosen --- Psychiatry --- PHL-Healthcare 13 --- psychiatrische stoornissen --- Psychofarmaca --- Psycho-educatie --- Schizofrenie --- Psychotic Disorders --- Self Care --- Schizotypal Personality Disorder --- stripverhalen --- Psychose --- Psychofarmacon --- Psychiatrie

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