Asia Pacific University Library catalogue


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1.
Machine learning / Tom M. Mitchell.

by Mitchell, Tom M. (Tom Michael), 1951-.

Series: Computer science seriesEdition: Int. ed.Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: New York ; London : McGraw-Hill, c1997Availability: Items available for loan: APU LibraryCall number: Q325.5 .M58 1997 c.3 (3).

2.
Machine learning and data mining : methods and applications / edited by Ryszard Michalski, Ivan Bratko, Miroslav Kubat.

by Michalski, Ryszard S. (Ryszard Stanislaw), 1937- | Bratko, Ivan, 1946- | Kubat, Miroslav, 1958-.

Material type: Text Text Publication details: Chichester : Wiley, c1998Availability: Items available for loan: APU LibraryCall number: Q325.5 .M33 1998 c.1 (1).

3.
Advanced lectures on machine learning : Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002 : revised lectures / Shahar Mendelson, Alexander J. Smola (eds.)

by Mendelson, Shahar | Machine Learning Summer School 2002 (2002 : Canberra, N.C.T.) | Smola, Alexander J.

Series: Lecture notes in computer science ; 2600. | Lecture notes in computer scienceMaterial type: Text Text; Format: print ; Literary form: Not fiction Publication details: Berlin ; New York : Springer, c2003Online access: Publisher description Availability: Items available for loan: APU LibraryCall number: Q325.5 .M46 2003 c.1 (1).

4.
Genetic algorithms in search, optimization, and machine learning / David E. Goldberg.

by Goldberg, David E. (David Edward), 1953-.

Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Reading, Mass. : Addison-Wesley Pub. Co., c1989Availability: Items available for loan: APU LibraryCall number: QA402.5 .G65 1989 c.1 (1).

5.
Understanding machine learning : from foundations to algorithms / Shai Shalev-Shwartz

by Shalev-Shwartz, Shai | Ben-David, Shai.

Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: New York, NY : Cambridge University Press 2014Availability: Items available for loan: APU LibraryCall number: Q325.5 .S53 2014 c.1 (1).

6.
Machine learning in Python : essential techniques for predictive analysis / Michael Bowles.

by Bowles, Michael [author.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Indianapolis, IN ; John Wiley & Sons Inc., : c2015Availability: Items available for loan: APU LibraryCall number: Q325.5 .B69 2015 c. 1 (1).

7.
Efficient learning machines : theories, concepts, and applications for engineers and system designers / Mariette Awad, Rahul Khanna.

by Awad, Mariette | Khanna, Rahul, 1966-.

Series: The expert's voice in machine learningMaterial type: Text Text; Format: print ; Literary form: Not fiction Publication details: New York, N.Y. : Apress, c2015Availability: Items available for loan: APU LibraryCall number: Q325.5 .A93 2015 c.1 (1).

8.
Machine learning with R : discover how to build machine learning algorithms, prepare data, and dig deep into data prediction techniques with R / Brett Lantz.

by Lantz, Brett.

Edition: 2nd ed.Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Birmingham : Packt Pub., c2015Availability: Items available for loan: APU LibraryCall number: QA76.73.R3 L36 2015 c.1 (2).

9.
Machine learning for OpenCV : a practical introduction to the world of machine learning and image processing using OpenCV and Python / Michael Beyeler.

by Beyeler, Michael | Ohio Library and Information Network.

Material type: Text Text; Literary form: Not fiction Publication details: Birmingham : Packt Publishing, 2017Availability: No items available : Lost (1).
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10.
APPLYING LONG SHORT-TERM MEMORY RECURRENT NEURAL NETWORK TO PREDICT TAXI PICKUP DEMAND AT LA GUARDIA AIRPORT / NANDA DWI CHRISTANTO.

by NANDA DWI CHRISTANTO (TP042870) | Dr. Raja Rajeswary A/P Ponnusamy [Supervisor.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Kuala Lumpur : Asia Pacific University, 2018Dissertation note: A thesis submitted in fulfillment of the requirements for the award of the degree of M.Sc in Data Science and Business Analytics (UCMF1610DSBA). Availability: Items available for reference: APU Library Not for loanCall number: PM-29-73 (1). :

11.
INDIRECT REAL ESTATE INVESTMENT PERFORMANCE DECISION IN MALAYSIA BY USING DATA SCIENCE AND MACHINE LEARNING / YEOH EIK DEN.

by YEOH EIK DEN (TP038999) | Dr. Behrooz Gharleghi [Supervisor.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Kuala Lumpur : Asia Pacific University, 2017Dissertation note: A dissertation submitted in partial fulfilment of the requirements of Staffordshire University for the degree of M.Sc in Real Estate Finance and Investments (UCMF1507REFI). Availability: Items available for reference: APU Library Not for loanCall number: PM-29-83 (1). :

12.
INTEGRATING REAL-TIME TRACKING AND MACHINE LEARNING INTO A PUBLIC TRAIN COMMUTING PLANNING APPLICATION / ANG SOON WEI.

by ANG SOON WEI (TP034630) | Mr. Zailan Arabee bin Abdul Salam [Supervisor.].

Material type: Text Text; Literary form: Not fiction Publication details: Kuala Lumpur : Asia Pacific University, 2018Dissertation note: A project submitted in partial fulfillment of the requirement of Asia Pacific University of Technology and Innovation for the Degree of B.Sc (Hons) in Software Engineering. Availability: Items available for reference: APU Library Not for loanCall number: PG-21-0013 (1). :

13.
EULA ANALYSIS USING NLP AND MACHINE LEARNING / LAI WEI KANG.

by LAI WEI KANG (TP034176) | Mr. Abdulaleem Zaid Mohammed Al-Othmani [Supervisor.].

Material type: Text Text; Literary form: Not fiction Publication details: Kuala Lumpur : Asia Pacific University, 2018Dissertation note: A project submitted in partial fulfillment of the requirement of Asia Pacific University of Technology and Innovation for the Degree of B.Sc (Hons) in Intelligent System (UC3F1706IS). Availability: Items available for reference: APU Library Not for loanCall number: PG-21-0019 (1). :

14.
Python natural language processing : explore NLP with machine learning and deep learning techniques / Jalaj Thanaki.

by Thanaki, Jalaj.

Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Birmingham, UK : Packt Publishing, 2017; ©2017Availability: Items available for loan: APU LibraryCall number: QA76.9.N38 T44 2017 c.1 (1).

15.
Machine learning : an algorithmic perspective / Stephen Marsland.

by Marsland, Stephen.

Series: Chapman & Hall/CRC machine learning & pattern recognition seriesEdition: 2nd ed.Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Boca Raton : CRC Press, [2015]Availability: No items available : Lost (1).

16.
AN ANALYTICAL APPROACH TO LABOR PRODUCTIVITY IN WATER INDUSTRY (TIMATCH SDN. BHD.) / STEPHEN ANTHONY DIAS.

by STEPHEN ANTHONY DIAS (TP044407) | Dr. Mudiarasan Kuppusamy [Supervisor.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Kuala Lumpur : Asia Pacific University, 2018Dissertation note: A thesis submitted in fulfillment of the requirements for the award of the degree of Master of Science in Data Science and Business Analytics (UCMF1704DSBA) Availability: Items available for reference: APU Library Not for loanCall number: PM-30-12 (1). :

17.
Feature engineering for machine learning : principles and techniques for data scientists / Alice Zheng and Amanda Casari.

by Zheng, Alice | Casari, Amanda.

Edition: 1st ed.Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Beijing : Boston O'Reilly, 2018Availability: Items available for loan: APU LibraryCall number: Q325.5 .Z44 2018 c.1 (2).

18.
SENTIMENT ANALYSIS OF TWEETS USING SUPERVISED MACHINE LEARNING / TALAL NAJAM.

by TALAL NAJAM (TP036896) | Dr. Vazeerudeen Abdul Hameed [Supervisor.].

Material type: Text Text Publication details: Kuala Lumpur : Asia Pacific University, 2018Dissertation note: A project submitted in partial fulfillment of the requirement of Asia Pacific University of Technology and Innovation for the Degree of BSc (Hons) in Software Engineering (UC3F1801SE) Online access: Available in APres - Requires login to view full text. Availability: Items available for reference: APU Library Not for loanCall number: PG-21-0070 (1). :

19.
ELECTRICAL LOAD FORECASTING WITH DEEP MACHINE LEARNING / ALA ADIN BAHA ELDIN MUSTAFA ABDELAZIZ.

by ALA ADIN BAHA ELDIN MUSTAFA ABDELAZIZ (TP033194) | Dr. Thang Ka Fei [Supervisor.].

Material type: Text Text; Literary form: Not fiction Publication details: Kuala Lumpur : Asia Pacific University, 2018Dissertation note: A project submitted in partial fulfillment of the requirement of Asia Pacific University of Technology and Innovation for the Degree of B.Eng (Hons) in Electrical and Electronic Engineering (UC4F1802EEE). Online access: Available in APres - Requires login to view full text. Availability: Items available for reference: APU Library Not for loanCall number: PG-22-0047 (1). :

20.
PREDICTING CUSTOMER CHUR IN TELECOMMUNICATION SECTOR BY COMPARING TRADITIONAL MACHINE LEARNING ALGORITHMS WITH DEEP LEARNING ALGORITHM / RAJ DEEPAK SARAIYA.

by RAJ DEEPAK SARAIYA (TP050297) | Dr Kadhar Batcha Nowshath [Supervisor.].

Material type: Text Text; Format: print ; Literary form: Not fiction Publication details: Kuala Lumpur : Asia Pacific University, 2019Dissertation note: A thesis submitted in fulfillment of the requirement of Asia Pacific University of Technology and Innovation for the award of the degree of M.Sc in Data Science and Business Analytics (UCMF1804DSBA) Availability: Items available for reference: APU Library Not for loanCall number: PM-31-08 (1). :