Catálogo bibliográfico FCT/UNL

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Introduction to machine learning / Ethem AlpaydinPublication: Cambridge : London : The MIT Press, cop. 2010Description: XL, 537 p. : il. ; 24 cmAvailability: No items available :

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Introduction to machine learning / Ethem AlpaydinPublication: Cambridge : London : The MIT Press, cop. 2010Description: XL, 537 p. : il. ; 24 cmAvailability: Items available for loan: Call number: Q325.5.ALP FCT 74350 (1).

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Hands-on machine learning with Scikit-Learn and TensorFlow : concepts, tools, and techniques to build intelligent systems / Aurélien GéronPublication: EUA : O'Reilly, 2017Description: XX, 551 p. : fig. ; 24 cmAvailability: Items available for loan: Call number: Q325.5.GER FCT 102215 (1).

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Algorithms for a new world [Documento eletrónico] : when big data and mathematical models meet / by Alfio QuarteroniPublication: Cham : Springer, 2022Description: XV, 61 p. : il.Availability:

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Probabilistic machine learning : an introduction / Kevin P. MurphyPublication: Cambridge, Massachusetts : The MIT Press, cop. 2022Description: XXIX, 826 p. : il. ; 24 cmAvailability: Items available for loan: Call number: Q325.5.MUR FCT 104901 (1).

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Deep learning / Ian Goodfellow, Yoshua Bengio, Aaron CourvillePublication: Cambridge : London : The MIT Press, cop. 2016Description: 775 p. : il. ; 24 cmAvailability: Items available for loan: Call number: Q325.5.GOO FCT 104916 (1).

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Foundations of machine learning / Mehryar Mohri, Afshin Rostamizadeh, Ameet TalwalkarPublication: Cambridge, MA : London : The MIT Press, cop. 2018Description: XV, 486 p. : il. ; 24 cmAvailability: Items available for loan: Call number: Q325.5.MOH FCT 104991 (1).

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Learning from data: A short course / Yaser S. Abu.Mostafa / Malik Magdon-Ismail / Hsuan-Tien LinPublication: Pasadena, CA, USA : AMLbook.com, 2012Description: xii, 201 p. : il. ; 26 cm.Availability: Items available for loan: Call number: Q325.5.MOS FCT 105336 (1).

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High-performance big data computing / Dhabaleswar K. Panda, Xiaoyi Lu, Dipti ShankarPublication: Cambridge, MA : The MIT Press, cop. 2022Description: VII, 266 p. : il. ; 24 cmAvailability: Items available for loan: Call number: QA76.88.PAN FCT 105423 (1).

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Learning and reasoning with complex representations : PRICAI'96 workshops on reasoning with incomplete and changing information and on inducing complex representations, Cairns, Australia, August 26-30, 1996 : selected papers / Grigoris Antoniou, Aditya K. Ghose, Miroslaw Truszczynski, ed. lit.Publication: Berlin [etc.] : Springer, 1998Description: X, 283 p. : il. ; 24 cmAvailability: Items available for loan: Call number: Q334.LEC FCT 38567 (1).

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Aquisição automática de subcategorização sintático-semântica e sua utilização em sistemas de processamento da língua natural / Alexandre AgustiniPublication: Lisboa : A. A., 2006Description: XXVI, 162 p. ; 30 cmAvailability: Items available for loan: Call number: QA76.AGU FCT 63859 (3).

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Data analysis, machine learning and knowledge discovery [Documento electrónico] / edited by Myra Spiliopoulou, Lars Schmidt-Thieme, Ruth JanningPublication: Cham : Springer International Publishing, 2014Description: XXI, 470 p. : il.Availability:

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Representation learning [Documento eletrónico] : propositionalization and embeddings / by Nada Lavrač, Vid Podpečan, Marko Robnik-ŠikonjaPublication: Cham : Springer International Publishing, Springer, 2021Description: XVI, 163 p. : il.Availability:

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Mathematical foundations for data analysis [Documento eletrónico] / by Jeff M. PhillipsPublication: Cham : Springer International Publishing, Springer, 2021Description: XVII, 287 p. : il.Availability:

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Deep learning architectures [Documento eletrónico] : a mathematical approach / by Ovidiu CalinPublication: Cham : Springer International Publishing, Springer, 2020Description: XXX, 760 p. : il.Availability:

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Robust and multivariate statistical methods [Documento eletrónico] : festschrift in honor of david e. tyler / edited by Mengxi Yi, Klaus NordhausenPublication: Cham : Springer International Publishing, Springer, 2023Description: XVIII, 495 p. : il.Availability:

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Embracing industry 4.0 [Documento eletrónico] : selected articles from mucet 2019 / edited by Mohd Azraai Mohd Razman ... [et al.]Publication: Singapore : Springer Nature Singapore, Springer, 2020Description: IX, 289 p. : il.Availability:

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First-order and stochastic optimization methods for machine learning [Documento eletrónico] / by Guanghui LanPublication: Cham : Springer International Publishing, Springer, 2020Description: XIII, 582 p. : il.Availability:

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Computational finance with r [Documento eletrónico] / by Rituparna Sen, Sourish DasPublication: Singapore : Springer Nature Singapore, 2023Description: XIII, 353 p. : il.Availability:

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Interpretability for industry 4.0 : statistical and machine learning approaches [Documento eletrónico] / edited by Antonio Lepore, Biagio Palumbo, Jean-Michel PoggiPublication: Cham : Springer International Publishing, 2022Description: VII, 123 p. : il.Availability:

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