• Fri frakt över 249 kr
  • •
  • Snabba leveranser
  • •
  • Billiga böcker
Kundservice

Du är på sajten för privatpersoner.

Företag, bibliotek eller offentlig verksamhet?

Du handlar på classic.bokus.com, där alla dina funktioner finns intakta.
Till classic.bokus.com
Bokus logotyp. Gå till startsidan.
  • Erbjudanden
  • Student
  • Topplistor
  • Barn & ungdom
  • Bokus Play
  • E-böcker
  • Ljudböcker
  • Pocketböcker
  • Spel och pussel

Skapa nya rutiner – hälsoböcker upp till 50% →

Sidfot

Mina sidor

    Hjälp

    • Kundservice
    • Vanliga frågor och svar
    • Frakt och leverans
    • Retur vid ångerrätt
    • Reklamera vara
    • Betalning
    • Köpvillkor
    • Allmänna villkor
    • Information om webbplatsens tillgänglighet

    Om Bokus

    • Om oss
    • Pressrum
    • För studenter
    • För företag
    • För bibliotek och offentlig verksamhet
    • För leverantörer
    • Hållbarhet

    Populärt

    • Aktuella erbjudanden
    • Presentkort
    • Studentlitteratur
    • Nya böcker
    • Topplistor
    • Signerade böcker
    • Engelska böcker

    Inspiration

    • Boktips
    • BookTok
    • Barnbokskaraktärer
    • Populära författare
    Logotyp för Bokus
    Följ oss på Facebook (extern länk)Följ oss på Instagram (extern länk)Följ oss på YouTube (extern länk)Följ oss på TikTok (extern länk)
    bokus @ CookiesAnpassa cookiesIntegritetspolicyKöpvillkor
    Till Citymail hemsida (extern länk)Till Budbee hemsida (extern länk)Till Postnord hemsida (extern länk)Till Schenker hemsida (extern länk)Till Early Bird hemsida (extern länk)Till Walleys hemsida (extern länk)
    1. Naturvetenskap och teknik
    2. Matematik och naturvetenskap
    3. Matematik
    4. Optimering

    Robust Data Mining

    AvPetros Xanthopoulos,Panos M. Pardalos

    Häftad, Engelska, 2012

    Del i serien SpringerBriefs in Optimization

    544 kr

    Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

    Beskrivning

    Data uncertainty is a concept closely related with most real life applications that involve data collection and interpretation. Examples can be found in data acquired with biomedical instruments or other experimental techniques. Integration of robust optimization in the existing data mining techniques aim to create new algorithms resilient to error and noise.This work encapsulates all the latest applications of robust optimization in data mining. This brief contains an overview of the rapidly growing field of robust data mining research field and presents  the most well known machine learning algorithms, their robust counterpart formulations and algorithms for attacking these problems. This brief will appeal to theoreticians and data miners working in this field.

    Produktinformation

    • Utgivningsdatum:2012-11-21
    • Mått:155 x 235 x 5 mm
    • Vikt:125 g
    • Format:Häftad
    • Språk:Engelska
    • Serie:SpringerBriefs in Optimization
    • Antal sidor:59
    • Förlag:Springer-Verlag New York Inc.
    • ISBN:9781441998774

    Utforska kategorier

    • Optimering inom Naturvetenskap och teknik
    • Programvaruutveckling inom Data och IT
    • Databaser inom Data och IT

    Mer om författaren

    Dr. Panos M. Pardalos is Distinguished Professor of Industrial and Systems Engineering at the University of Florida. He is also affiliated faculty member of the Computer Science Department, the Hellenic Studies Center, and the Biomedical Engineering Program. He is also the director of the Center for Applied Optimization. Dr. Pardalos obtained a PhD degree from the University of Minnesota in Computer and Information Sciences. He has held visiting appointments at Princeton University, DIMACS Center, Institute of Mathematics and Applications, FIELDS Institute, AT&T Labs Research, Trier University, Linkoping Institute of Technology, and Universities in Greece. He has received numerous awards including, University of Florida Research Foundation Professor, UF Doctoral Dissertation Advisor/Mentoring Award, Foreign Member of the Royal Academy of Doctors (Spain), Foreign Member Lithuanian Academy of Sciences, Foreign Member of the Ukrainian Academy of Sciences, Foreign Member of the Petrovskaya Academy of Sciences and Arts (Russia), and Honorary Member of the Mongolian Academy of Sciences. Dr. Pardalos received the degrees of Honorary Doctor from Lobachevski University (Russia) and the V.M. Glushkov Institute of Cybernetics (Ukraine), he is a fellow of AAAS, a fellow of INFORMS, and in 2001 he was awarded the Greek National Award and Gold Medal for Operations Research. Dr. Theodore B. Trafalis is a Professor in the School of Industrial Engineering at the University of Oklahoma. He earned his BS in mathematics from the University of Athens, Greece, his MS in Applied Mathematics, MSIE, and PhD in Operations Research from Purdue University. He is a member of ORSA, SIAM, Hellenic Operational Society, International Society of Multiple criteria Decision Making, and the International Society of Neural Networks. His is listed in the 1993/1994 edition of Who's Who in the World. He was a visiting Assistant Professor at Purdue University (1989-1990), an invited Research Fellow at Delft University of Technology, Netherlands (1996), and a visiting Associate Professor at Blaise Pascal University, France and at the Technical University of Crete (1998). He was also an invited visiting Associate Professor at Akita Prefectural University, Japan (2001). Petros Xanthopoulos received the Dipl. Eng. degree in electronics and computer engineering from the Electronics and Computer Engineering Department, Technical University of Crete, Chania, Greece, in 2005 and a MSc from industrial and systems engineering, University of Florida. He is currently working toward the PhD degree in the Industrial and Systems Engineering Department, University of Florida, Gainesville. He has published his work in journals of IEEE, Elsevier and Wiley and he has edited a special issue for the Journal of Combinatorial Optimization entitled Data Mining in Biomedicine. He is currently a research assistant at the Center for Applied Optimization, University of Florida.

    Recensioner i media

    From the reviews: "The goal of the book is to provide a guide for junior researchers interested in pursuing theoretical research in data mining and robust optimization and has been developed so that each chapter can be studied independent of the others." (Hans Benker, Zentralblatt MATH, Vol. 1260, 2013)

    Innehållsförteckning

    • 1. Introduction.- 2. Least Squares Problems.- 3. Principal Component Analysis.- 4. Linear Discriminant Analysis.- 5. Support Vector Machines.- 6. Conclusion.
    Hoppa över listan

    Mer från samma författare

    Wanpracha Chaovalitwongse, Panos M. Pardalos, Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos - Computational Neuroscience, Inbunden
    Del 38

    Computational Neuroscience

    Wanpracha Chaovalitwongse, Panos M. Pardalos, Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos

    Inbunden, 2010

    1 666 kr

    Petros Xanthopoulos, Panos M. Pardalos, Wanpracha Chaovalitwongse - Computational Neuroscience, E-bok

    Computational Neuroscience

    Petros Xanthopoulos, Panos M. Pardalos, Wanpracha Chaovalitwongse

    E-bok
    2010

    2 105 kr

    Theodore B. Trafalis, Panos M. Pardalos, Petros Xanthopoulos - Robust Data Mining, E-bok

    Robust Data Mining

    Theodore B. Trafalis, Panos M. Pardalos, Petros Xanthopoulos

    E-bok
    2012

    710 kr

    Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis - Data Mining for Biomarker Discovery, Inbunden
    Del 65

    Data Mining for Biomarker Discovery

    Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis

    Inbunden, 2012

    1 113 kr

    Michalis Zervakis, Petros Xanthopoulos, Panos M. Pardalos - Data Mining for Biomarker Discovery, E-bok

    Data Mining for Biomarker Discovery

    Michalis Zervakis, Petros Xanthopoulos, Panos M. Pardalos

    E-bok
    2012

    1 413 kr

    Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos - Computational Neuroscience, Häftad
    Del 38

    Computational Neuroscience

    Wanpracha Chaovalitwongse, Panos M. Pardalos, Petros Xanthopoulos

    Häftad, 2012

    1 666 kr

    Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos - Optimization and Data Analysis in Biomedical Informatics, Inbunden

    Optimization and Data Analysis in Biomedical Informatics

    Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos

    Inbunden, 2012

    560 kr

    Petros Xanthopoulos, Thomas F. Coleman, Panos M. Pardalos - Optimization and Data Analysis in Biomedical Informatics, E-bok

    Optimization and Data Analysis in Biomedical Informatics

    Petros Xanthopoulos, Thomas F. Coleman, Panos M. Pardalos

    E-bok
    2012

    710 kr

    Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis - Data Mining for Biomarker Discovery, Häftad
    Del 65

    Data Mining for Biomarker Discovery

    Panos M. Pardalos, Petros Xanthopoulos, Michalis Zervakis

    Häftad, 2014

    1 113 kr

    Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos - Optimization and Data Analysis in Biomedical Informatics, Häftad

    Optimization and Data Analysis in Biomedical Informatics

    Panos M. Pardalos, Thomas F. Coleman, Petros Xanthopoulos

    Häftad, 2014

    560 kr

    Hoppa över listan

    Mer från samma serie

    Joseph Geunes - Demand Flexibility in Supply Chain Planning, Häftad

    Demand Flexibility in Supply Chain Planning

    Joseph Geunes

    Häftad, 2012

    560 kr

    My T. Thai - Group Testing Theory in Network Security, Häftad

    Group Testing Theory in Network Security

    My T. Thai

    Häftad, 2011

    543 kr

    Zhening Li, Simai He, Shuzhong Zhang - Approximation Methods for Polynomial Optimization, Häftad

    Approximation Methods for Polynomial Optimization

    Zhening Li, Simai He, Shuzhong Zhang

    Häftad, 2012

    543 kr

    Stefan Scholtes - Introduction to Piecewise Differentiable Equations, Häftad

    Introduction to Piecewise Differentiable Equations

    Stefan Scholtes

    Häftad, 2012

    544 kr

    Duc A. Tran - Data Storage for Social Networks, Häftad

    Data Storage for Social Networks

    Duc A. Tran

    Häftad, 2012

    560 kr

    Adam B. Levy - Stationarity and Convergence in Reduce-or-Retreat Minimization, Häftad

    Stationarity and Convergence in Reduce-or-Retreat Minimization

    Adam B. Levy

    Häftad, 2012

    543 kr

    Khanh D. Pham - Linear-Quadratic Controls in Risk-Averse Decision Making, Häftad

    Linear-Quadratic Controls in Risk-Averse Decision Making

    Khanh D. Pham

    Häftad, 2012

    544 kr

    Boris I. Goldengorin, Panos M. Pardalos - Data Correcting Approaches in Combinatorial Optimization, Häftad

    Data Correcting Approaches in Combinatorial Optimization

    Boris I. Goldengorin, Panos M. Pardalos

    Häftad, 2012

    543 kr

    Anna Nagurney, Min Yu, Amir H. Masoumi, Ladimer S. Nagurney - Networks Against Time, Häftad

    Networks Against Time

    Anna Nagurney, Min Yu, Amir H. Masoumi, Ladimer S. Nagurney

    Häftad, 2013

    544 kr

    Alexander J. Zaslavski - Structure of Solutions of Variational Problems, Häftad

    Structure of Solutions of Variational Problems

    Alexander J. Zaslavski

    Häftad, 2013

    544 kr

    Hoppa över listan

    Du kanske också är intresserad av

    Theodore B. Trafalis, Panos M. Pardalos, Petros Xanthopoulos - Robust Data Mining, E-bok

    Robust Data Mining

    Theodore B. Trafalis, Panos M. Pardalos, Petros Xanthopoulos

    E-bok
    2012

    710 kr

    Alexander J. Zaslavski - Krasnoselskii-Mann Method for Common Fixed Point Problems, Häftad

    Krasnoselskii-Mann Method for Common Fixed Point Problems

    Alexander J. Zaslavski

    Häftad, 2025

    544 kr

    Jack Noonan, Anatoly Zhigljavsky - High-Dimensional Optimization, Häftad

    High-Dimensional Optimization

    Jack Noonan, Anatoly Zhigljavsky

    Häftad, 2024

    544 kr

    Yaroslav D. Sergeyev, Roman G. Strongin, Daniela Lera - Introduction to Global Optimization Exploiting Space-Filling Curves, Häftad

    Introduction to Global Optimization Exploiting Space-Filling Curves

    Yaroslav D. Sergeyev, Roman G. Strongin, Daniela Lera

    Häftad, 2013

    598 kr

    Anatoly Zhigljavsky, Antanas Žilinskas - Bayesian and High-Dimensional Global Optimization, Häftad

    Bayesian and High-Dimensional Global Optimization

    Anatoly Zhigljavsky, Antanas Žilinskas

    Häftad, 2021

    441 kr

    Demetrios Serakos - State Space Consistency and Differentiability, Häftad

    State Space Consistency and Differentiability

    Demetrios Serakos

    Häftad, 2015

    544 kr

    Joseph Geunes - Demand Flexibility in Supply Chain Planning, Häftad

    Demand Flexibility in Supply Chain Planning

    Joseph Geunes

    Häftad, 2012

    560 kr

    Juan Peypouquet - Convex Optimization in Normed Spaces, Häftad

    Convex Optimization in Normed Spaces

    Juan Peypouquet

    Häftad, 2015

    472 kr

    Alexander J. Zaslavski - Structure of Solutions of Variational Problems, Häftad

    Structure of Solutions of Variational Problems

    Alexander J. Zaslavski

    Häftad, 2013

    544 kr

    Alexander J. Zaslavski - Projected Subgradient Algorithm in Convex Optimization, Häftad

    Projected Subgradient Algorithm in Convex Optimization

    Alexander J. Zaslavski

    Häftad, 2020

    544 kr