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1

New insights into churn prediction in the telecommunication sector: A profit driven data mining approach

Wouter Verbeke, Karel Dejaeger, David Martens, Joon Hur, Bart Baesens

Journal:

European Journal of Operational Research

Year:

2012

Language:

english

File:

PDF, 2.84 MB

english, 2012

2

Predictive Modeling With Big Data: Is Bigger Really Better ?

Junqué de Fortuny, Enric, Martens, David, Provost, Foster

Journal:

Year:

2013

Language:

english

File:

PDF, 1.59 MB

english, 2013

3

Value-added tax fraud detection with scalable anomaly detection techniques

Vanhoeyveld, Jellis, Martens, David, Peeters, Bruno

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 7.60 MB

english, 2019

4

The mediating role of overall fairness and the moderating role of trust certainty in justice–criteria relationships: the formation and use of fairness heuristics in the workplace

David A. Jones, Martin L. Martens

Journal:

Journal of Organizational Behavior

Year:

2009

Language:

english

File:

PDF, 196 KB

english, 2009

5

Benchmarking regression algorithms for loss given default modeling

Gert Loterman, Iain Brown, David Martens, Christophe Mues, Bart Baesens

Journal:

International Journal of Forecasting

Year:

2012

Language:

english

File:

PDF, 273 KB

english, 2012

6

Forecasting Loss Given Default models: impact of account characteristics and the macroeconomic state

Tobback, Ellen, Martens, David, Van Gestel, Tony, Baesens, Bart

Journal:

Journal of the Operational Research Society

Year:

2014

Language:

english

File:

PDF, 406 KB

english, 2014

7

Application of Generalizability Theory to the Big Five Inventory

Arterberry, Brooke J., Martens, Matthew P., Cadigan, Jennifer M., Rohrer, David

Journal:

Personality and Individual Differences

Year:

2014

Language:

english

File:

PDF, 281 KB

english, 2014

8

Deep Learning on Big, Sparse, Behavioral Data

De Cnudde, Sofie, Ramon, Yanou, Martens, David, Provost, Foster

Journal:

Year:

2019

Language:

english

File:

PDF, 861 KB

english, 2019

9

Imbalanced classification in sparse and large behaviour datasets

Vanhoeyveld, Jellis, Martens, David

Journal:

Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 1.88 MB

english, 2017

10

Customs fraud detection

Vanhoeyveld, Jellis, Martens, David, Peeters, Bruno

Journal:

Pattern Analysis and Applications

Year:

2019

Language:

english

File:

PDF, 3.27 MB

english, 2019

11

Dance Hit Song Prediction

Herremans, Dorien, Martens, David, Sörensen, Kenneth

Journal:

Journal of New Music Research

Year:

2014

Language:

english

File:

PDF, 831 KB

english, 2014

12

Building comprehensible customer churn prediction models with advanced rule induction techniques

Wouter Verbeke, David Martens, Christophe Mues, Bart Baesens

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 557 KB

english, 2011

13

Social network analysis for customer churn prediction

Verbeke, Wouter, Martens, David, Baesens, Bart

Journal:

Applied Soft Computing

Year:

2014

Language:

english

File:

PDF, 2.50 MB

english, 2014

14

Classification and Generation of Composer-Specific Music Using Global Feature Models and Variable Neighborhood Search

Herremans, Dorien, Sörensen, Kenneth, Martens, David

Journal:

Computer Music Journal

Year:

2015

Language:

english

File:

PDF, 613 KB

english, 2015

15

Residual momentum

David Blitz, Joop Huij, Martin Martens

Journal:

Journal of Empirical Finance

Year:

2011

Language:

english

File:

PDF, 388 KB

english, 2011

16

A Novel Credit Rating Migration Modeling Approach Using Macroeconomic Indicators

Berteloot, Koen, Verbeke, Wouter, Castermans, Gerd, Van Gestel, Tony, Martens, David, Baesens, Bart

Journal:

Journal of Forecasting

Year:

2013

Language:

english

File:

PDF, 801 KB

english, 2013

17

Variability assessment and forecasting of renewables: A review for solar, wind, wave and tidal resources

Widén, Joakim, Carpman, Nicole, Castellucci, Valeria, Lingfors, David, Olauson, Jon, Remouit, Flore, Bergkvist, Mikael, Grabbe, Mårten, Waters, Rafael

Journal:

Renewable and Sustainable Energy Reviews

Year:

2015

Language:

english

File:

PDF, 5.71 MB

english, 2015

18

Periauricular Face Lift Incisions and the Auricular Anchor

Knize, David M., Marten, Timothy J.

Journal:

Plastic & Reconstructive Surgery

Year:

1999

File:

PDF, 2.93 MB

1999

19

Numerical assessment of EMF exposure of a cow to a wireless power transfer system for dairy cattle

Benaissa, Said, Samoudi, Amine M., Plets, David, Vermeeren, Günter, Verloock, Leen, Minnaert, Ben, Stevens, Nobby, Martens, Luc, Tuyttens, Frank A.M., Sonck, Bart, Joseph, Wout

Journal:

Computers and Electronics in Agriculture

Year:

2018

Language:

english

File:

PDF, 1.64 MB

english, 2018

20

Comprehensible credit scoring models using rule extraction from support vector machines

David Martens, Bart Baesens, Tony Van Gestel, Jan Vanthienen

Journal:

European Journal of Operational Research

Year:

2007

Language:

english

File:

PDF, 526 KB

english, 2007

21

Spatial distributions of understory light along the grassland/forest continuum: effects of cover, height, and spatial pattern of tree canopies

Scott N. Martens, David D. Breshears, Clifton W. Meyer

Journal:

Ecological Modelling

Year:

2000

Language:

english

File:

PDF, 1.58 MB

english, 2000

22

A new species of Dimetrodon (Synapsida: Sphenacodontidae) from the Lower Permian of Germany records first occurrence of genus outside of North America

Berman, David S, Reisz, Robert R, Martens, Thomas, Henrici, Amy C

Journal:

Canadian Journal of Earth Sciences

Year:

2001

File:

PDF, 2.20 MB

2001

23

Unconventional Oxidation numbers

Freeman, Wade A., Goh, Ngoh-Khang, Chia, L. S., Hart, David M., Lucas, Eric A., Perry, David J., Subramaniam, R., ten Hoor, Marten J., Toby, Sidney, Treptow, Richard S.

Journal:

Journal of Chemical Education

Year:

1997

Language:

english

File:

PDF, 76 KB

english, 1997

24

Exploring the Effects of the Naturalistic Fallacy: Evidence That Genetic Explanations Increase the Acceptability of Killing and Male Promiscuity

IBRAHIM ISMAIL, ANDY MARTENS, MARK J. LANDAU, JEFF GREENBERG, DAVID R. WEISE

Journal:

Journal of Applied Social Psychology

Year:

2012

Language:

english

File:

PDF, 117 KB

english, 2012

25

Evaluating and understanding text-based stock price prediction models

Junqué de Fortuny, Enric, De Smedt, Tom, Martens, David, Daelemans, Walter

Journal:

Information Processing & Management

Year:

2014

Language:

english

File:

PDF, 984 KB

english, 2014

26

Comprehensible software fault and effort prediction: A data mining approach

Moeyersoms, Julie, Junqué de Fortuny, Enric, Dejaeger, Karel, Baesens, Bart, Martens, David

Journal:

Journal of Systems and Software

Year:

2015

Language:

english

File:

PDF, 508 KB

english, 2015

27

Book reviews

Foglesong, David S., Zisk, Kimberly Marten, Perry, James David, Hooker, Mark T.

Journal:

The Journal of Slavic Military Studies

Year:

1997

Language:

english

File:

PDF, 559 KB

english, 1997

28

Mobile-Phone Dispatch of Laypersons for CPR in Out-of-Hospital Cardiac Arrest

Ringh, Mattias, Rosenqvist, Mårten, Hollenberg, Jacob, Jonsson, Martin, Fredman, David, Nordberg, Per, Järnbert-Pettersson, Hans, Hasselqvist-Ax, Ingela, Riva, Gabriel, Svensson, Leif

Journal:

New England Journal of Medicine

Year:

2015

Language:

english

File:

PDF, 665 KB

english, 2015

29

Combination, Convention, and Possibility

David B. Martens

Journal:

The Journal of Philosophy

Year:

2006

Language:

english

File:

PDF, 846 KB

english, 2006

30

Enhanced Indoor Location Tracking Through Body Shadowing Compensation

Trogh, Jens, Plets, David, Thielens, Arno, Martens, Luc, Joseph, Wout

Journal:

IEEE Sensors Journal

Year:

2016

Language:

english

File:

PDF, 2.24 MB

english, 2016

31

La passion aristocratique de l’Occident. Denis de Rougemont : lecteur d’une tradition, prophète d’un déclin

de Bruyn, Ben, Martens, David

Journal:

Les Lettres Romanes

Year:

2012

Language:

french

File:

PDF, 969 KB

french, 2012

32

Case Study

Martens, David W., Axtell, Robert S., Stofan, John R.

Journal:

The Journal of Strength and Conditioning Research

Year:

1995

File:

PDF, 476 KB

1995

33

RULEM: A novel heuristic rule learning approach for ordinal classification with monotonicity constraints

Verbeke, Wouter, Martens, David, Baesens, Bart

Journal:

Applied Soft Computing

Year:

2017

Language:

english

File:

PDF, 497 KB

english, 2017

34

Conversion du regard et conjonction générique. Portrait du Brésil en tombeau photolittéraire, par Blaise Cendrars et Jean Manzon

Journal:

Year:

2018

Language:

french

File:

PDF, 886 KB

french, 2018

35

Efficient Parcel Delivery by Predicting Customers’ Locations*

Praet, Stiene, Martens, David

Journal:

Decision Sciences

Year:

2019

Language:

english

File:

PDF, 854 KB

english, 2019

36

Retail credit scoring using fine‐grained payment data

Tobback, Ellen, Martens, David

Journal:

Journal of the Royal Statistical Society: Series A (Statistics in Society)

Year:

2019

Language:

english

File:

PDF, 1.11 MB

english, 2019

37

[IEEE 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) - Zaragoza, Spain (2019.9.10-2019.9.13)] 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) - An efficient genetic method for multi-objective continuous production scheduling in Industrial Internet of Things

Shen, Ke, David, Joachim, De Pessemier, Toon, Martens, Luc, Joseph, Wout

Year:

2019

Language:

english

File:

PDF, 850 KB

english, 2019

38

LoRaWAN Geo-Tracking Using Map Matching and Compass Sensor Fusion

Podevijn, Nico, Trogh, Jens, Aernouts, Michiel, Berkvens, Rafael, Martens, Luc, Weyn, Maarten, Joseph, Wout, Plets, David

Journal:

Year:

2020

File:

PDF, 1.71 MB

2020

39

A large rapid landslide in sensitive glaciomarine sediments at Mink Creek, northwestern British Columbia, Canada

Marten Geertsema, David M. Cruden, James W. Schwab

Journal:

Engineering Geology

Year:

2006

Language:

english

File:

PDF, 12.32 MB

english, 2006

40

Identifying financially successful start-up profiles with data mining

David Martens, Christine Vanhoutte, Sophie De Winne, Bart Baesens, Luc Sels, Christophe Mues

Journal:

Expert Systems with Applications

Year:

2011

Language:

english

File:

PDF, 433 KB

english, 2011

41

Wellness promotion in the schools: Enhancing students' mental and physical health

David N. Miller, Rich Gilman, Matthew P. Martens

Journal:

Psychology in the Schools

Year:

2008

Language:

english

File:

PDF, 89 KB

english, 2008

42

Bookreviews

Gilbert de Landsheere, Marten Groen, John Biggs, John F. Willatt, David Thomas, Clare Burstall, Robin Russell, J. R. Barr, Gerhard Pause, Donald E. Super, John B. Biggs, Alan C. Purves, Klaus Schleich

Journal:

International Review of Education

Year:

1967

File:

PDF, 2.34 MB

1967

43

The Paleoproterozoic carbonate-hosted Pering Zn–Pb deposit, South Africa. II: fluid inclusion, fluid chemistry and stable isotope constraints

Jan-Marten Huizenga, Jens Gutzmer, David Banks, Lynnette Greyling

Journal:

Mineralium Deposita

Year:

2006

Language:

english

File:

PDF, 867 KB

english, 2006

44

Widespread plant species: natives versus aliens in our changing world

Thomas J. Stohlgren, Petr Pyšek, John Kartesz, Misako Nishino, Aníbal Pauchard, Marten Winter, Joan Pino, David M. Richardson, John R. U. Wilson, Brad R. Murray, Megan L. Phillips, Li Ming-yang, Laura

Journal:

Biological Invasions

Year:

2011

Language:

english

File:

PDF, 390 KB

english, 2011

45

Global diversity of ostracods (Ostracoda, Crustacea) in freshwater

Koen Martens, Isa Schön, Claude Meisch, David J. Horne

Journal:

Year:

2008

Language:

english

File:

PDF, 337 KB

english, 2008

46

Editorial survey: swarm intelligence for data mining

David Martens, Bart Baesens, Tom Fawcett

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.09 MB

english, 2011

47

Process discovery in event logs: An application in the telecom industry

Stijn Goedertier, Jochen De Weerdt, David Martens, Jan Vanthienen, Bart Baesens

Journal:

Applied Soft Computing

Year:

2011

Language:

english

File:

PDF, 1.16 MB

english, 2011

48

THE COMPOSITION OF MESOLITHIC FOOD : EVIDENCE FROM THE SUBMERGED SETTLEMENT ON THE ARGUS BANK, DENMARK

Anders Fischer, Mike Richards, Jesper Olsen, David Earle Robinson, Pia Bennike, Lucyna Kubiak-Martens, Jan Heinemeier

Journal:

Acta Archaeologica (Blackwell Publishing)

Year:

2007

Language:

english

File:

PDF, 1.44 MB

english, 2007

49

Geographical parthenogenesis in European non-marine ostracods: post-glacial invasion or Holocene stability?

David J. Horne, Koen Martens

Journal:

Year:

1998

Language:

english

File:

PDF, 280 KB

english, 1998

50

Effects of Positive and Negative Mood on Sexual Arousal in Sexually Functional Males

William B. Mitchell, Patricia Marten Dibartolo, Timothy A. Brown, David H. Barlow

Journal:

Archives of Sexual Behavior

Year:

1998

Language:

english

File:

PDF, 133 KB

english, 1998

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