Bibliothèque de ressources
Une collection complète de livres académiques, d'articles évalués par des pairs et d'institutions de premier plan en matière de prévision, d'intelligence artificielle et de science des données.
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Catégorie :
AI & Machine Learning
M. Hamoudia, S. Makridakis, and E. Spiliotis, Forecasting with Artificial Intelligence. Cham: Palgrave Macmillan, 2023.
Auteur :M. Hamoudia, S. Makridakis & E. Spiliotis•Année :2023
AI & Machine Learning
N. Laptev et al., Machine Learning for Time Series. Sebastopol: O'Reilly, 2022.
Auteur :N. Laptev et al.•Année :2022
Forecasting
S. Makridakis, E. Spiliotis, and V. Assimakopoulos, The M5 Competition. Berlin: Springer, 2022.
Auteur :S. Makridakis, E. Spiliotis & V. Assimakopoulos•Année :2022
AI & Machine Learning
F. Chollet, Deep Learning with Python, 2nd ed. Shelter Island: Manning, 2021.
Auteur :F. Chollet•Année :2021
Forecasting
P. Ferreira and J. W. Taylor, Forecast Evaluation Methods. Oxford: Oxford University Press, 2021.
Auteur :P. Ferreira & J. W. Taylor•Année :2021
Forecasting
R. Fildes and F. Petropoulos, Statistical and Judgmental Forecasting. Oxford: Oxford University Press, 2021.
Auteur :R. Fildes & F. Petropoulos•Année :2021
Business Forecasting
M. Gilliland, L. Tashman, and U. Sglavo, Business Forecasting: The emerging role of Artificial intelligence and machine learning. Hoboken: Wiley, 2021.
Auteur :M. Gilliland, L. Tashman & U. Sglavo•Année :2021
Forecasting
R. J. Hyndman and G. Athanasopoulos, Forecasting: Principles and Practice, 3rd ed. Melbourne: OTexts, 2021.
Auteur :R. J. Hyndman & G. Athanasopoulos•Année :2021
General
D. Kahneman, O. Sibony, and C. Sunstein, Noise: A Flaw in Human Judgment. New York: Little, Brown Spark, 2021.
Auteur :D. Kahneman, O. Sibony & C. Sunstein•Année :2021
AI & Machine Learning
P. Montero-Manso and R. J. Hyndman, Meta-Learning for Forecasting. Hoboken: Wiley, 2021.
Auteur :P. Montero-Manso & R. J. Hyndman•Année :2021
AI & Machine Learning
G. Zhang and B. E. Patuwo, Neural Networks for Time Series Forecasting. Berlin: Springer, 2021.
Auteur :G. Zhang & B. E. Patuwo•Année :2021
AI & Machine Learning
K. Bandara, C. Bergmeir, and S. Smyl, Forecasting with Neural Networks and Deep Learning. Berlin: Springer, 2020.
Auteur :K. Bandara, C. Bergmeir & S. Smyl•Année :2020
Finance
A. Charles, O. Darné, and L. Ferrara, Methodes de Prévisions en Finance. Paris: Economica, 2020.
Auteur :A. Charles, O. Darné & L. Ferrara•Année :2020
AI & Machine Learning
P. Brockwell and R. Davis, Time Series Analysis and Deep Learning. New York: Springer, 2019.
Auteur :P. Brockwell & R. Davis•Année :2019
AI & Machine Learning
G. Bontempi, Machine Learning Strategies for Time Series Forecasting. Berlin: Springer, 2018.
Auteur :G. Bontempi•Année :2018
Business Forecasting
M. A. Moon, Demand and Supply Integration. Boca Raton: CRC Press, 2018.
Auteur :M. A. Moon•Année :2018
Business Forecasting
N. Vandeput, Data Science for Supply Chain Forecast. Berlin: De Gruyter, 2018.
Auteur :N. Vandeput•Année :2018
Business Forecasting
R. Bourbonnais and J. C. Usunier, Prévision des ventes, Théorie et pratique. Paris: Economica, 2017.
Auteur :R. Bourbonnais & J. C. Usunier•Année :2017
Business Forecasting
H. Levenbach, Change & Chance Embraced: Achieving Agility with Smarter Forecasting in the Supply Chain. Amazon, 2017.
Auteur :H. Levenbach•Année :2017
Business Forecasting
J. K. Ord, R. Fildes, and N. Kourentzes, Principles of Business Forecasting, 2nd ed. Wessex: Wessex Press, 2017.
Auteur :J. K. Ord, R. Fildes & N. Kourentzes•Année :2017
Time Series
R. H. Shumway and D. S. Stoffer, Time Series Analysis and Its Applications, 4th ed. New York: Springer, 2017.
Auteur :R. H. Shumway & D. S. Stoffer•Année :2017
Time Series
P. J. Brockwell and R. A. Davis, Introduction to Time Series and Forecasting, 3rd ed. New York: Springer, 2016.
Auteur :P. J. Brockwell & R. A. Davis•Année :2016
AI & Machine Learning
I. Goodfellow, Y. Bengio, and A. Courville, Deep Learning. Cambridge: MIT Press, 2016.
Auteur :I. Goodfellow, Y. Bengio & A. Courville•Année :2016
Time Series
G. E. P. Box, G. M. Jenkins, G. C. Reinsel, and G. M. Ljung, Time Series Analysis: Forecasting and Control, 5th ed. Hoboken: Wiley, 2015.
Auteur :G. E. P. Box, G. M. Jenkins, G. C. Reinsel & G. M. Ljung•Année :2015
Economics
J. H. Stock and M. W. Watson, Introduction to Econometrics, 3rd ed. Upper Saddle River: Pearson, 2015.
Auteur :J. H. Stock & M. W. Watson•Année :2015
Forecasting
P. Tetlock and D. Gardner, Superforecasting. New York: Crown, 2015.
Auteur :P. Tetlock & D. Gardner•Année :2015
Economics
J. M. Wooldridge, Introductory Econometrics: A Modern Approach, 6th ed. Boston: Cengage, 2015.
Auteur :J. M. Wooldridge•Année :2015
General
G. Gigerenzer, Risk Savvy. London: Penguin, 2014.
Auteur :G. Gigerenzer•Année :2014
Economics
C. W. J. Granger and P. Newbold, Forecasting Economic Time Series, 2nd ed. San Diego: Academic Press, 2014.
Auteur :C. W. J. Granger & P. Newbold•Année :2014
Forecasting
N. R. Sanders, Forecasting Fundamentals. New York: Business Expert Press, 2014.
Auteur :N. R. Sanders•Année :2014
Business Forecasting
C. W. Chase, Demand-Driven Forecasting, 2nd ed. Hoboken: Wiley, 2013.
Auteur :C. W. Chase•Année :2013
Economics
G. Elliott and A. Timmermann, Eds., Handbook of Economic Forecasting, Vol. 2A & 2B. Amsterdam: Elsevier, 2013.
Auteur :G. Elliott & A. Timmermann (Eds.)•Année :2013
Business Forecasting
G. González-Rivera, Forecasting for Economics and Business. Upper Saddle River: Prentice Hall, 2013.
Auteur :G. González-Rivera•Année :2013
Economics
R. S. Pindyck and D. L. Rubinfeld, Econometric Models and Economic Forecasts, 4th ed. New York: McGraw-Hill, 2013.
Auteur :R. S. Pindyck & D. L. Rubinfeld•Année :2013
Forecasting
F. X. Diebold, Elements of Forecasting, 4th ed. Boston: Cengage Learning, 2012.
Auteur :F. X. Diebold•Année :2012
Time Series
J. Durbin and S. J. Koopman, Time Series Analysis by State Space Methods, 2nd ed. Oxford: Oxford University Press, 2012.
Auteur :J. Durbin & S. J. Koopman•Année :2012
Business Forecasting
R. Fildes and K. Ord, Principles of Business Forecasting. Boston: Cengage, 2012.
Auteur :R. Fildes & K. Ord•Année :2012
General
N. Silver, The Signal and the Noise. New York: Penguin Press, 2012.
Auteur :N. Silver•Année :2012
Business Forecasting
M. Gilliland, The Business Forecasting Deal. Hoboken: Wiley, 2010.
Auteur :M. Gilliland•Année :2010
General
I. Grossmann and R. Nickerson, Judgment and Decision Making. New York: Psychology Press, 2010.
Auteur :I. Grossmann & R. Nickerson•Année :2010
General
S. Makridakis, R. M. Hogarth, and A. Gaba, Dance with Chance. London: Oneworld Publications, 2010.
Auteur :S. Makridakis, R. M. Hogarth & A. Gaba•Année :2010
General
N. N. Taleb, Antifragile. New York: Random House, 2010.
Auteur :N. N. Taleb•Année :2010
Business Forecasting
J. E. Hanke and D. W. Wichern, Business Forecasting, 9th ed. Upper Saddle River: Pearson, 2009.
Auteur :J. E. Hanke & D. W. Wichern•Année :2009
Forecasting
D. Schlacther, De l'analyse à la prévision : Volume 1, Comprendre la statistique descriptive statique. Paris: Hachette, 2009.
Auteur :D. Schlacther•Année :2009
Time Series
J. D. Cryer and K.-S. Chan, Time Series Analysis: With Applications in R, 2nd ed. New York: Springer, 2008.
Auteur :J. D. Cryer & K.-S. Chan•Année :2008
Forecasting
R. J. Hyndman, A. B. Koehler, J. K. Ord, and R. D. Snyder, Forecasting with Exponential Smoothing: The State Space Approach. Berlin: Springer-Verlag, 2008.
Auteur :R. J. Hyndman, A. B. Koehler, J. K. Ord & R. D. Snyder•Année :2008
General
D. Orrell, Apollo's Arrow: The Science of Prediction. New York: HarperCollins, 2007.
Auteur :D. Orrell•Année :2007
General
N. N. Taleb, The Black Swan. New York: Random House, 2007.
Auteur :N. N. Taleb•Année :2007
Economics
G. Elliott, C. W. J. Granger, and A. Timmermann, Eds., Handbook of Economic Forecasting, Vol. 1. Amsterdam: Elsevier, 2006.
Auteur :G. Elliott, C. W. J. Granger & A. Timmermann (Eds.)•Année :2006
Business Forecasting
H. Levenbach and J. P. Cleary, Forecasting: Practice and Process for Demand Management. Boston: Thomson/Brooks-Cole, 2006.
Auteur :H. Levenbach & J. P. Cleary•Année :2006
Time Series
W. W. S. Wei, Time Series Analysis: Univariate and Multivariate Methods, 2nd ed. Boston: Pearson/Addison Wesley, 2006.
Auteur :W. W. S. Wei•Année :2006
Forecasting
D. Bosq, Inférence et prévision en grandes dimensions. Paris: Economica, 2005.
Auteur :D. Bosq•Année :2005
Time Series
H. Lütkepohl, New Introduction to Multiple Time Series Analysis. Berlin: Springer, 2005.
Auteur :H. Lütkepohl•Année :2005
Business Forecasting
J. T. Mentzer and M. A. Moon, Sales Forecasting Management, 2nd ed. Thousand Oaks: Sage, 2005.
Auteur :J. T. Mentzer & M. A. Moon•Année :2005
Time Series
C. Chatfield, The Analysis of Time Series, 6th ed. Boca Raton: CRC Press, 2004.
Auteur :C. Chatfield•Année :2004
Forecasting
J. S. Armstrong, Ed., Principles of Forecasting. Boston: Kluwer Academic, 2001.
Auteur :J. S. Armstrong (Ed.)•Année :2001
Business Forecasting
C. J. Nash and M. M. N. Mary, Practical Forecasting for Managers. London: Arnold Publisher, 2001.
Auteur :C. J. Nash & M. M. N. Mary•Année :2001
Time Series
C. Chatfield, Time-Series Forecasting. Boca Raton: Chapman & Hall/CRC, 2000.
Auteur :C. Chatfield•Année :2000
Forecasting
S. Makridakis and M. Hibon, The M3-Competition. International Journal of Forecasting, 2000.
Auteur :S. Makridakis & M. Hibon•Année :2000
General
J. S. Hammond, R. L. Keeney, and H. Raiffa, Smart Choices: A Practical Guide to Making Better Decisions. Boston: Harvard Business School Press, 1999.
Auteur :J. S. Hammond, R. L. Keeney & H. Raiffa•Année :1999
Economics
M. P. Clements and D. F. Hendry, Forecasting Economic Time Series. Cambridge: Cambridge University Press, 1998.
Auteur :M. P. Clements & D. F. Hendry•Année :1998
Forecasting
S. Makridakis, S. C. Wheelwright, and R. J. Hyndman, Forecasting: Methods and Applications, 3rd ed. Hoboken: Wiley, 1998.
Auteur :S. Makridakis, S. C. Wheelwright & R. J. Hyndman•Année :1998
Forecasting
G. Wright and P. Goodwin, Forecasting with Judgment. Hoboken: John Wiley and Sons, 1998.
Auteur :G. Wright & P. Goodwin•Année :1998
Business Forecasting
R. Bourbonnais, Pratique de la prévision des ventes. Conception de Systèmes, 2nd ed. Paris: Economica, 1997.
Auteur :R. Bourbonnais•Année :1997
Economics
G. C. Chow, Dynamic Economics: Optimization by the Lagrange Method. Oxford: Oxford University Press, 1997.
Auteur :G. C. Chow•Année :1997
Time Series
J. D. Hamilton, Time Series Analysis. Princeton: Princeton University Press, 1994.
Auteur :J. D. Hamilton•Année :1994
Forecasting
A. H. Murphy, What Is a Good Forecast? Berlin: Springer, 1993.
Auteur :A. H. Murphy•Année :1993
Forecasting
J. J. Droesbeke and B. Coutrot, Les méthodes de prévision. Paris: Presses Universitaires de France, 1990.
Auteur :J. J. Droesbeke & B. Coutrot•Année :1990
Time Series
A. C. Harvey, Forecasting, Structural Time Series Models and the Kalman Filter. Cambridge: Cambridge University Press, 1990.
Auteur :A. C. Harvey•Année :1990
General
J. F. Yates, Judgment and Decision Making. Upper Saddle River: Prentice Hall, 1990.
Auteur :J. F. Yates•Année :1990
Forecasting
J. S. Armstrong, Long-Range Forecasting: From Crystal Ball to Computer. New York: John Wiley and Sons, 1985.
Auteur :J. S. Armstrong•Année :1985
Forecasting
M. Hibon and S. Makridakis, M1 Competition: Results. Journal of the Royal Statistical Society, 1981.
Auteur :M. Hibon & S. Makridakis•Année :1981