contrat/biblio_irsdi.bib

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   4
   5 @InProceedings{Alzate,
   6   Title                    = {Improved electricity load forecasting via kernel spectral clustering of smartmeter},
   7   Author                   = {C. Alzate and M. Sinn},
   8   Booktitle                = {International Conference on Data Mining},
   9   Year                     = {2013},
  10   Pages                    = {943-948},
  11   Publisher                = {vol. 948}
  12 }
  13
  14 @Article{antoniadis2013clustering,
  15   Title                    = {Clustering functional data using wavelets},
  16   Author                   = {A. Antoniadis and X. Brossat and J. Cugliari and J.-m. Poggi},
  17   Journal                  = {International Journal of Wavelets, Multiresolution and Information Processing},
  18   Year                     = {2013},
  19   Pages                    = {1},
  20   Volume                   = {11},
  21
  22   Unidentified             = {vol}
  23 }
  24
  25 @Article{Antoniadis2012a,
  26   Title                    = {Pr\'{e}vision d'un processus \`{a} valeurs fonctionnelles en pr\'{e}sence de non stationnarit\'{e}s},
  27   Author                   = {A. Antoniadis and X. Brossat and J. Cugliari and J.-m. Poggi},
  28   Journal                  = {Application \`{a} la consommation d'\'{e}lectricit\'{e} Journal de la Soci\'{e}t\'{e} Fran\c{c}aise de Statistique},
  29   Year                     = {2012},
  30   Number                   = {2},
  31   Pages                    = {52-78},
  32   Volume                   = {153},
  33
  34   Unidentified             = {Vol}
  35 }
  36
  37 @Article{Antoniadis2014,
  38   Title                    = {{Une approche fonctionnelle pour la pr{\'e}vision non-param{\'e}trique de la consommation d'{\'e}lectricit{\'e}}},
  39   Author                   = {A. Antoniadis and X. Brossat and J. Cugliari and J.-M. Poggi},
  40   Journal                  = {Journal de la Soci{\'e}t{\'e} Fran{\c{c}}aise de Statistique},
  41   Year                     = {2014},
  42   Number                   = {2},
  43   Pages                    = {202 - 219},
  44   Volume                   = {155}
  45 }
  46
  47 @Article{antoniadis2014prevision,
  48   Title                    = {Une approche fonctionnelle pour la pr\'evision non-param\'etrique de la consommation d’\'electricit\'e},
  49   Author                   = {Antoniadis, A. and Brossat, X. and Cugliari, J. and Poggi, J.-M.},
  50   Journal                  = {Journal de la Soci\'et\'e Fran\c{c}aise de Statistique},
  51   Year                     = {2014},
  52   Number                   = {2},
  53   Pages                    = {202 -- 219},
  54   Volume                   = {155},
  55
  56   Owner                    = {lcugliari},
  57   Timestamp                = {2013.01.11}
  58 }
  59
  60 @Article{Antoniadis2013,
  61   Title                    = {{Functional Clustering using Wavelets}},
  62   Author                   = {A. Antoniadis and X. Brossat and J. Cugliari and J.-M. Poggi},
  63   Journal                  = {International Journal of Wavelets, Multiresolution and Information Processing},
  64   Year                     = {2013},
  65   Number                   = {1},
  66   Volume                   = {11}
  67 }
  68
  69 @Article{antoniadis2012prevision,
  70   Title                    = {Pr\'evision d'un processus \`a valeurs fonctionnelles en pr\'esence de non stationnarit\'es. {A}pplication \`a la consommation d'\'electricit\'e},
  71   Author                   = {Antoniadis, A. and Brossat, X. and Cugliari, J. and Poggi, J.-M.},
  72   Journal                  = {Journal de la Soci\'et\'e Fran\c{c}aise de Statistique},
  73   Year                     = {2012},
  74   Number                   = {2},
  75   Pages                    = {52 -- 78},
  76   Volume                   = {153},
  77
  78   Owner                    = {lcugliari},
  79   Timestamp                = {2013.01.11}
  80 }
  81
  82 @Article{antoniadis2006functional,
  83   Title                    = {A functional wavelet-kernel approach for time series prediction},
  84   Author                   = {Antoniadis, A. and Paparoditis, E. and Sapatinas, T.},
  85   Journal                  = {Journal-Royal Statistical Society Series B Statistical Methodoloty},
  86   Year                     = {2006},
  87   Number                   = {5},
  88   Pages                    = {837},
  89   Volume                   = {68},
  90
  91   Owner                    = {jairo},
  92   Publisher                = {Blackwell Publishing Ltd},
  93   Timestamp                = {2014.04.27}
  94 }
  95
  96 @InProceedings{auder2014,
  97   Title                    = {Parall{\'e}lisation de l'algorithme des k-m{\'e}do{\i}des. Application au clustering de courbes.},
  98   Author                   = {Auder, B. and Cugliari, J.},
  99   Booktitle                = {46\`emes Journ'ees de Statistique de la SFdS},
 100   Year                     = {2014},
 101
 102   Owner                    = {jairo},
 103   Timestamp                = {2016.05.17}
 104 }
 105
 106 @InProceedings{bondu15,
 107   Title                    = {Realistic and very fast simulation of individual electricity consumptions},
 108   Author                   = {A. Bondu and A. Dachraoui},
 109   Booktitle                = {2015 International Joint Conference on Neural Networks (IJCNN)},
 110   Year                     = {2015},
 111   Month                    = {July},
 112   Pages                    = {1-8},
 113
 114   Doi                      = {10.1109/IJCNN.2015.7280339},
 115   ISSN                     = {2161-4393},
 116   Keywords                 = {Markov processes;pattern clustering;power consumption;power engineering computing;smart power grids;time series;MODL coclustering approach;Markov chain;generative time series model;realistic individual electricity consumption simulation;smart grid}
 117 }
 118
 119 @Article{brabec2015statistical,
 120   Title                    = {Statistical models for disaggregation and reaggregation of natural gas consumption data},
 121   Author                   = {Brabec, M. and Kon{\'a}r, O. and Mal{\`y}, M. and Kasanick{\`y}, I. and Pelik{\'a}n, E.},
 122   Journal                  = {Journal of Applied Statistics},
 123   Year                     = {2015},
 124   Number                   = {5},
 125   Pages                    = {921-937},
 126   Volume                   = {42},
 127
 128   Unidentified             = {vol}
 129 }
 130
 131 @InProceedings{roy2005linear,
 132   Title                    = {A non linear regression model for mid-term load forecasting and improvements in seasonality},
 133   Author                   = {Bruhns, A. and Deurveilher, G. and Roy, J.S.},
 134   Booktitle                = {Proceedings of the 15th Power Systems Computation Conference},
 135   Year                     = {2005},
 136   Pages                    = {22--26},
 137
 138   Owner                    = {jairo},
 139   Timestamp                = {2014.04.27}
 140 }
 141
 142 @Article{carevic2010applications,
 143   Title                    = {Applications of clustering algorithms in long-term load forecasting},
 144   Author                   = {Carevi{\'c}, S. and Capuder, T. and Delimar, M.},
 145   Journal                  = {Proceedings Energy Conference and Exhibition (EnergyCon), 2010 IEEE International},
 146   Year                     = {2010},
 147   Pages                    = {688-693}
 148 }
 149
 150 @Article{Chicco,
 151   Title                    = {{Overview and performance assessment of the clustering methods for electrical load pattern grouping}},
 152   Author                   = {G. Chicco},
 153   Journal                  = {Energy},
 154   Year                     = {2012},
 155   Pages                    = {68 - 80},
 156   Volume                   = {42}
 157 }
 158
 159 @Article{chiou2012dynamical,
 160   Title                    = {Dynamical functional prediction and classification, with application to traffic flow prediction},
 161   Author                   = {Chiou, Jeng-Min},
 162   Journal                  = {The Annals of Applied Statistics},
 163   Year                     = {2012},
 164   Number                   = {4},
 165   Pages                    = {1588--1614},
 166   Volume                   = {6},
 167
 168   Owner                    = {jairo},
 169   Publisher                = {Institute of Mathematical Statistics},
 170   Timestamp                = {2015.04.13}
 171 }
 172
 173 @InProceedings{energycon,
 174   Title                    = {Disaggregated Electricity Forecasting using Wavelet-Based Clustering of Individual Consumers},
 175   Author                   = {J. Cugliari and Y. Goude and J.-M. Poggi},
 176   Booktitle                = {Energy Conference (ENERGYCON), 2016 IEEE International},
 177   Year                     = {2016},
 178
 179   Comment                  = {to appear},
 180   Owner                    = {jairo},
 181   Timestamp                = {2016.05.17}
 182 }
 183
 184 @Article{degras2011simultaneous,
 185   Title                    = {Simultaneous confidence bands for nonparametric regression with functional data},
 186   Author                   = {D.A. Degras},
 187   Journal                  = {Statistica Sinica},
 188   Year                     = {2011},
 189   Pages                    = {1735--1765},
 190   Volume                   = {21},
 191
 192   Owner                    = {jairo},
 193   Timestamp                = {2015.04.13}
 194 }
 195
 196 @Article{Delattre2013,
 197   Title                    = {On k-FWE-based critical values for controlling the false discovery proportion under dependence},
 198   Author                   = {Sylvain Delattre and Etienne Roquain},
 199   Journal                  = {Arxiv},
 200   Year                     = {2013},
 201   Note                     = {Preprint: arXiv:1311.4030},
 202
 203   Organization             = {Arxiv},
 204   Owner                    = {jairo},
 205   Timestamp                = {2014.01.13}
 206 }
 207
 208 @Unpublished{devaine2011expert,
 209   Title                    = {Forecasting the electricity consumption by aggregating specialized experts; a review of the sequential aggregation of specialized experts, with application to Slovakian and French country-wide one-day-ahead (half-)hourly predictions.},
 210   Author                   = {Devaine, M. and Goude, Y. and Stoltz, G.},
 211   Note                     = {preprint: hal-00484940},
 212   Year                     = {2011},
 213
 214   Owner                    = {cugliari},
 215   Timestamp                = {2011.08.04}
 216 }
 217
 218 @TechReport{Devijver,
 219   Title                    = {{Model-based clustering for high-dimensional data. Application to functional data}},
 220   Author                   = {E. Devijver},
 221   Institution              = {INRIA},
 222   Year                     = {2014},
 223
 224   Journal                  = {Preprint INRIA}
 225 }
 226
 227 @Article{dordonnat2008,
 228   Title                    = {An hourly periodic state space model for modelling French national electricity load },
 229   Author                   = {V. Dordonnat and S.J. Koopman and M. Ooms and A. Dessertaine and J. Collet},
 230   Journal                  = {International Journal of Forecasting },
 231   Year                     = {2008},
 232   Note                     = {Energy Forecasting },
 233   Number                   = {4},
 234   Pages                    = {566 - 587},
 235   Volume                   = {24},
 236
 237   Doi                      = {http://dx.doi.org/10.1016/j.ijforecast.2008.08.010},
 238   ISSN                     = {0169-2070},
 239   Keywords                 = {Kalman filter},
 240   Owner                    = {jairo},
 241   Timestamp                = {2014.07.15}
 242 }
 243
 244 @Article{dordonnat2012,
 245   Title                    = {Dynamic factors in periodic time-varying regressions with an application to hourly electricity load modelling },
 246   Author                   = {Virginie Dordonnat and Siem Jan Koopman and Marius Ooms},
 247   Journal                  = {Computational Statistics \& Data Analysis },
 248   Year                     = {2012},
 249   Note                     = {1st issue of the Annals of Computational and Financial Econometrics Sixth Special Issue on Computational Econometrics },
 250   Number                   = {11},
 251   Pages                    = {3134 - 3152},
 252   Volume                   = {56},
 253
 254   Doi                      = {http://dx.doi.org/10.1016/j.csda.2011.04.002},
 255   ISSN                     = {0167-9473},
 256   Keywords                 = {Kalman filter},
 257   Owner                    = {jairo},
 258   Timestamp                = {2014.07.15}
 259 }
 260
 261 @Article{ferraty2012regression,
 262   Title                    = {Regression when both response and predictor are functions},
 263   Author                   = {Ferraty, Fr{\'e}d{\'e}ric and Van Keilegom, Ingrid and Vieu, Philippe},
 264   Journal                  = {Journal of Multivariate Analysis},
 265   Year                     = {2012},
 266   Pages                    = {10--28},
 267   Volume                   = {109},
 268
 269   Owner                    = {jairo},
 270   Publisher                = {Elsevier},
 271   Timestamp                = {2015.04.13}
 272 }
 273
 274 @Article{Figueiredo,
 275   Title                    = {An electric energy consumer characterization framework based on data mining techniques.},
 276   Author                   = {Figueiredo, V. and Rodrigues, F. and Vale, Z. and Gouveia, J. B.},
 277   Journal                  = {Power Systems, IEEE Transactions on},
 278   Year                     = {2005},
 279   Number                   = {2},
 280   Pages                    = {596-602},
 281   Volume                   = {20},
 282
 283   Owner                    = {jairo},
 284   Timestamp                = {2014.12.16}
 285 }
 286
 287 @Article{Figueiredo2005,
 288   Title                    = {An electric energy consumer characterization framework based on data mining techniques},
 289   Author                   = {Figueiredo, V. and Rodrigues, F. and Vale, Z. and Gouveia, J. B.},
 290   Journal                  = {Power Systems, IEEE Transactions on},
 291   Year                     = {2005},
 292   Number                   = {2},
 293   Pages                    = {596-602},
 294   Volume                   = {20}
 295 }
 296
 297 @Article{Genovese2005,
 298   Title                    = {Confidence Sets for Nonparametric Wavelet Regression},
 299   Author                   = {Christopher R. Genovese and Larry Wasserman},
 300   Journal                  = {The Annals of Statistics},
 301   Year                     = {2005},
 302   Number                   = {2},
 303   Pages                    = {698--729},
 304   Volume                   = {33},
 305
 306   Doi                      = {10.1214/009053605000000011},
 307   Owner                    = {jairo},
 308   Timestamp                = {2014.01.13}
 309 }
 310
 311 @Article{gine2009exponential,
 312   Title                    = {An exponential inequality for the distribution function of the kernel density estimator, with applications to adaptive estimation},
 313   Author                   = {Gin{\'e}, Evarist and Nickl, Richard},
 314   Journal                  = {Probability Theory and Related Fields},
 315   Year                     = {2009},
 316   Number                   = {3-4},
 317   Pages                    = {569--596},
 318   Volume                   = {143},
 319
 320   Owner                    = {jairo},
 321   Publisher                = {Springer},
 322   Timestamp                = {2015.04.13}
 323 }
 324
 325 @Article{gneiting2014probabilistic,
 326   Title                    = {Probabilistic Forecasting},
 327   Author                   = {Gneiting, Tilmann and Katzfuss, Matthias},
 328   Journal                  = {Annual Review of Statistics and Its Application},
 329   Year                     = {2014},
 330   Number                   = {1},
 331   Pages                    = {125-151},
 332   Volume                   = {1},
 333
 334   Doi                      = doi:10.1146/annurev-statistics-062713-085831,
 335   Eprint                   = {http://dx.doi.org/10.1146/annurev-statistics-062713-085831},
 336   Owner                    = {jairo},
 337   Timestamp                = {2014.07.07}
 338 }
 339
 340 @Article{gneiting2007strictly,
 341   Title                    = {Strictly proper scoring rules, prediction, and estimation},
 342   Author                   = {Gneiting, Tilmann and Raftery, Adrian E},
 343   Journal                  = {Journal of the American Statistical Association},
 344   Year                     = {2007},
 345   Number                   = {477},
 346   Pages                    = {359--378},
 347   Volume                   = {102},
 348
 349   Owner                    = {jairo},
 350   Publisher                = {Taylor \& Francis},
 351   Timestamp                = {2015.04.13}
 352 }
 353
 354 @Article{Goude,
 355   Title                    = {{Local Short and Middle term Electricity Load Forecasting with semi-parametric additive models}},
 356   Author                   = {Y. Goude and R. Nedellec and N. Kong},
 357   Journal                  = {IEEE transactions on smart grid},
 358   Year                     = {2013},
 359   Number                   = {1},
 360   Pages                    = {440 - 446},
 361   Volume                   = {5}
 362 }
 363
 364 @Article{iwafune2014short,
 365   Title                    = {Short-term forecasting of residential building load for distributed energy management},
 366   Author                   = {Iwafune, Y. and Yagita, Y. and Ikegami, T. and Ogimoto, K.},
 367   Journal                  = {Proceedings Energy Conference (ENERGYCON), 2014 IEEE International},
 368   Year                     = {2014},
 369   Pages                    = {1197-1204}
 370 }
 371
 372 @Article{johansen1990hotelling,
 373   Title                    = {Hotelling's theorem on the volume of tubes: some illustrations in simultaneous inference and data analysis},
 374   Author                   = {Johansen, Soren and Johnstone, Iain M},
 375   Journal                  = {The Annals of Statistics},
 376   Year                     = {1990},
 377   Pages                    = {652--684},
 378
 379   Owner                    = {jairo},
 380   Publisher                = {JSTOR},
 381   Timestamp                = {2015.04.13}
 382 }
 383
 384 @Article{Kwac,
 385   Title                    = {{Household Energy Consumption Segmentation Using Hourly Data Smart Grid}},
 386   Author                   = {J. Kwac and Flora and J and Rajagopal and R},
 387   Journal                  = {IEEE Transactions on},
 388   Year                     = {2014},
 389   Pages                    = {420 - 430},
 390   Volume                   = {5}
 391 }
 392
 393 @Article{Kwac2014,
 394   Title                    = {Household Energy Consumption Segmentation Using Hourly Data Smart Grid},
 395   Author                   = {J. Kwac and Flora, J. and Rajagopal, R.},
 396   Journal                  = {IEEE Transactions on},
 397   Year                     = {2014},
 398   Pages                    = {420-430},
 399   Volume                   = {5}
 400 }
 401
 402 @Article{labeeuw,
 403   Title                    = {Potential of active demand reduction with residential wet appliances: A case study for Belgium},
 404   Author                   = {Labeeuw, W. and Stragier, J. and Deconinck, G.},
 405   Journal                  = {Smart Grid, IEEE Transactions on},
 406   Year                     = {2015},
 407   Number                   = {1},
 408   Pages                    = {315-323},
 409   Volume                   = {6}
 410 }
 411
 412 @Article{launey2012construction,
 413   Title                    = {Construction of an informative hierarchical prior distribution. Application to electricity load forecasting.},
 414   Author                   = {Launay, T. and Philippe, A. and Lamarche, S.},
 415   Journal                  = {arXiv},
 416   Year                     = {2012},
 417   Volume                   = {1109.4533},
 418
 419   Owner                    = {cugliari},
 420   Timestamp                = {2012.10.29}
 421 }
 422
 423 @Article{Liao2005,
 424   Title                    = {{Clustering of time series data a survey}},
 425   Author                   = {T. W. Liao},
 426   Journal                  = {Pattern recognition},
 427   Year                     = {2005},
 428   Number                   = {11},
 429   Pages                    = {1857 - 1874},
 430   Volume                   = {38}
 431 }
 432
 433 @Article{Liao,
 434   Title                    = {of time series data--a survey Pattern recognition},
 435   Author                   = {Warren Liao and T. Clustering},
 436   Year                     = {2005},
 437   Number                   = {11},
 438   Pages                    = {1857-1874},
 439   Volume                   = {38}
 440 }
 441
 442 @Article{MisitiElec,
 443   Title                    = {Optimized Clusters for Disaggregated Electricity Load Forecasting},
 444   Author                   = {M. Misiti and Y. Misiti and G. Oppenheim and J.-m. Poggi},
 445   Journal                  = {REVSTAT -- Statistical Journal},
 446   Year                     = {2010},
 447   Number                   = {2},
 448   Pages                    = {105-124},
 449   Volume                   = {8},
 450
 451   Unidentified             = {vol}
 452 }
 453
 454 @Article{Mutanen,
 455   Title                    = {{Customer classification and load profiling method for distribution systems}},
 456   Author                   = {A. Mutanen and M. Ruska and S. Repo and P. Jarventausta},
 457   Journal                  = {Power Delivery, IEEE Transactions on},
 458   Year                     = {2011},
 459   Number                   = {3},
 460   Pages                    = {1755 - 1763},
 461   Volume                   = {26}
 462 }
 463
 464 @Article{Mutanen2011,
 465   Title                    = {and load profiling method for distribution systems},
 466   Author                   = {Mutanen, A. and Ruska, M. and Repo, S. and Jarventausta, P. Customer classification and},
 467   Journal                  = {Power Delivery, IEEE Transactions on},
 468   Year                     = {2011},
 469   Number                   = {3},
 470   Pages                    = {1755-1763},
 471   Volume                   = {26}
 472 }
 473
 474 @Book{nason2010,
 475   Title                    = {Wavelet Methods in Statistics with R},
 476   Author                   = {G. Nason},
 477   Publisher                = {Springer},
 478   Year                     = {2010},
 479
 480   Owner                    = {jairo},
 481   Pages                    = {269},
 482   Timestamp                = {2014.07.15}
 483 }
 484
 485 @Article{Overview2012,
 486   Title                    = {and performance assessment of the clustering methods for electrical load pattern grouping},
 487   Author                   = {G. Chicco Overview and},
 488   Journal                  = {Energy},
 489   Year                     = {2012},
 490   Pages                    = {68-80},
 491   Volume                   = {42}
 492 }
 493
 494 @InProceedings{petiau2009,
 495   Title                    = {Confidence interval estimation for short-term load forecasting},
 496   Author                   = {Petiau, B.},
 497   Booktitle                = {PowerTech, 2009 IEEE Bucharest},
 498   Year                     = {2009},
 499   Month                    = {June},
 500   Pages                    = {1-6},
 501
 502   Doi                      = {10.1109/PTC.2009.5282199},
 503   Keywords                 = {error analysis;load forecasting;confidence interval estimation;error analysis;forecast error knowledge;security analysis;short-term load forecasting;standard deviation error;Computational Intelligence Society;Demand forecasting;Input variables;Load forecasting;Load modeling;Power system modeling;Predictive models;Temperature;Transfer functions;Uncertainty;Error analysis;Load forecasting;Power demand},
 504   Owner                    = {jairo},
 505   Timestamp                = {2014.07.15}
 506 }
 507
 508 @InBook{Piao2008,
 509   Title                    = {Advanced Intelligent Computing Theories and Applications},
 510   Author                   = {Piao, M. and Lee, H. G. and Park, J. H. and Ryu, K. H.},
 511   Chapter                  = {Application of Classification Methods for Forecasting Mid-Term Power Load Patterns.},
 512   Publisher                = {Springer},
 513   Year                     = {2008},
 514
 515   Owner                    = {jairo},
 516   Timestamp                = {2014.12.16}
 517 }
 518
 519 @Article{Picard,
 520   Title                    = {Adaptive confidence interval for pointwise curve estimation},
 521   Author                   = {Picard, Dominique and Tribouley, Karine},
 522   Journal                  = {The Annals of Statistics},
 523   Year                     = {2000},
 524
 525   Month                    = {02},
 526   Number                   = {1},
 527   Pages                    = {298--335},
 528   Volume                   = {28},
 529
 530   Ajournal                 = {Ann. Statist.},
 531   Doi                      = {10.1214/aos/1016120374},
 532   Owner                    = {jairo},
 533   Publisher                = {The Institute of Mathematical Statistics},
 534   Timestamp                = {2014.01.22},
 535   Url                      = {http://dx.doi.org/10.1214/aos/1016120374}
 536 }
 537
 538 @TechReport{Pierrot2014,
 539   Title                    = {{Premiers tests d'une m{\'e}thode adaptative pour les 32000}},
 540   Author                   = {A. Pierrot},
 541   Institution              = {EDF R\&D},
 542   Year                     = {2014},
 543
 544   Journal                  = {H-R39-2013-03366-FR}
 545 }
 546
 547 @Article{Pierrot2011,
 548   Title                    = {{Short-Term Electricity Load Forecasting With Generalized Additive Models}},
 549   Author                   = {A. Pierrot and Y. Goude},
 550   Journal                  = {Proceedings of ISAP power},
 551   Year                     = {2011},
 552   Pages                    = {593 - 600}
 553 }
 554
 555 @InProceedings{pierrot2011short,
 556   Title                    = {Short-term electricity load forecasting with generaliazed additive models.},
 557   Author                   = {Pierrot, A. and Goude, Y.},
 558   Booktitle                = {16th International Conference on Intelligent System Applications to Power Systems},
 559   Year                     = {2011},
 560   Note                     = {to appear},
 561
 562   Owner                    = {cugliari},
 563   Timestamp                = {2011.08.03}
 564 }
 565
 566 @Article{poggi1994prevision,
 567   Title                    = {Pr{\'e}vision non param{\'e}trique de la consommation {\'e}lectrique},
 568   Author                   = {Poggi, J.-M.},
 569   Journal                  = {Rev. Statistique Appliqu{\'e}e},
 570   Year                     = {1994},
 571   Pages                    = {93-98},
 572   Volume                   = {XLII(4)},
 573
 574   Owner                    = {jairo},
 575   Timestamp                = {2014.04.27}
 576 }
 577
 578 @Article{Rhodes,
 579   Title                    = {{Clustering analysis of residential electricity demand profiles}},
 580   Author                   = {J. D. Rhodes and W. J. Cole and C. R. Upshaw and T. F. Edgar and M. E. Webber},
 581   Journal                  = {Preprint submitted to Applied Energy},
 582   Year                     = {2014},
 583   Volume                   = {18}
 584 }
 585
 586 @TechReport{Rhodes2014,
 587   Title                    = {Clustering analysis of residential electricity demand profiles},
 588   Author                   = {J. D. Rhodes and W. J. Cole and C. R. Upshaw and T. F. Edgar and M. E. Webber},
 589   Institution              = {submitted to Applied Energy, March 18},
 590   Year                     = {2014},
 591   Type                     = {Preprint}
 592 }
 593
 594 @Article{Scheffe,
 595   Title                    = {A method for judging all contrats in the analysis of variance},
 596   Author                   = {Scheff'e, Henry},
 597   Journal                  = {Biometrika},
 598   Year                     = {1953},
 599   Number                   = {1-2},
 600   Pages                    = {87-110},
 601   Volume                   = {40},
 602
 603   Doi                      = {10.1093/biomet/40.1-2.87},
 604   Eprint                   = {http://biomet.oxfordjournals.org/content/40/1-2/87.full.pdf+html},
 605   Owner                    = {jairo},
 606   Timestamp                = {2014.01.11},
 607   Url                      = {http://biomet.oxfordjournals.org/content/40/1-2/87.abstract}
 608 }
 609
 610 @Article{shang2013,
 611   Title                    = {Functional time series approach for forecasting very short-term electricity demand},
 612   Author                   = {Shang, Han Lin},
 613   Journal                  = {Journal of Applied Statistics},
 614   Year                     = {2013},
 615   Number                   = {1},
 616   Pages                    = {152-168},
 617   Volume                   = {40},
 618
 619   Doi                      = {10.1080/02664763.2012.740619},
 620   Eprint                   = { http://dx.doi.org/10.1080/02664763.2012.740619 },
 621   Owner                    = {jairo},
 622   Timestamp                = {2014.07.15}
 623 }
 624
 625 @Article{shang2011,
 626   Title                    = {Nonparametric time series forecasting with dynamic updating },
 627   Author                   = {Han Lin Shang and Rob.J. Hyndman},
 628   Journal                  = {Mathematics and Computers in Simulation },
 629   Year                     = {2011},
 630   Note                     = {Selected Papers of the Combined \{IMACS\} World Congress and \{MSSANZ\} 18th Biennial Conference on Modelling and Simulation, Cairns, Australia, 13-17 July, 2009 },
 631   Number                   = {7},
 632   Pages                    = {1310 - 1324},
 633   Volume                   = {81},
 634
 635   Doi                      = {http://dx.doi.org/10.1016/j.matcom.2010.04.027},
 636   ISSN                     = {0378-4754},
 637   Keywords                 = {Functional principal component analysis},
 638   Owner                    = {jairo},
 639   Timestamp                = {2014.07.15}
 640 }
 641
 642 @Article{shen2002,
 643   Title                    = {Nonparametric Hypothesis Testing for a Spatial Signal},
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 645   Journal                  = {Journal of the American Statistical Association},
 646   Year                     = {2002},
 647   Number                   = {460},
 648   Pages                    = {1122-1140},
 649   Volume                   = {97},
 650
 651   Doi                      = {10.1198/016214502388618933},
 652   Eprint                   = {http://dx.doi.org/10.1198/016214502388618933},
 653   Owner                    = {jairo},
 654   Timestamp                = {2014.07.15}
 655 }
 656
 657 @Article{staszewska2007,
 658   Title                    = {Representing uncertainty about response paths: The use of heuristic optimisation methods },
 659   Author                   = {Anna Staszewska},
 660   Journal                  = {Computational Statistics \& Data Analysis },
 661   Year                     = {2007},
 662   Number                   = {1},
 663   Pages                    = {121 - 132},
 664   Volume                   = {52},
 665
 666   Doi                      = {http://dx.doi.org/10.1016/j.csda.2006.12.023},
 667   ISSN                     = {0167-9473},
 668   Keywords                 = {Bootstrapping},
 669   Owner                    = {jairo},
 670   Timestamp                = {2014.07.09}
 671 }
 672
 673 @Article{Staszewska2011,
 674   Title                    = {Bootstrap prediction bands for forecast paths from vector autoregressive models},
 675   Author                   = {Staszewska-Bystrova, Anna},
 676   Journal                  = {Journal of Forecasting},
 677   Year                     = {2011},
 678   Number                   = {8},
 679   Pages                    = {721--735},
 680   Volume                   = {30},
 681
 682   Doi                      = {10.1002/for.1205},
 683   Owner                    = {jairo},
 684   Publisher                = {Wiley Online Library},
 685   Timestamp                = {2014.01.11}
 686 }
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 688 @Article{steinley2008new,
 689   Title                    = {new variable weighting and selection procedure for k-means cluster analysis},
 690   Author                   = {D. Steinley and M. Brusco, A},
 691   Journal                  = {Multivariate Behavioral Research},
 692   Year                     = {2008},
 693   Pages                    = {32},
 694   Volume                   = {43}
 695 }
 696
 697 @Article{T2010,
 698   Title                    = {{Data-based method for creating electricity use load profiles using large amount of customer-specific hourly measured electricity use data}},
 699   Author                   = {T and R{\"a}s{\"a}nen and D and Voukantsis and H and Niska and K and Karatzas and M and Kolehmainen},
 700   Journal                  = {Applied Energy},
 701   Year                     = {2010},
 702   Number                   = {11},
 703   Pages                    = {3538 - 3545},
 704   Volume                   = {87}
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 706
 707 @Article{Rasanen,
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 709   Author                   = {T., R\"{a}s\"{a}nen and D., Voukantsis and H., Niska and K., Karatzas and M., Kolehmainen},
 710   Year                     = {2010},
 711   Number                   = {11},
 712   Pages                    = {3538-3545},
 713   Volume                   = {87}
 714 }
 715
 716 @Article{taylor2010triple,
 717   Title                    = {Triple Seasonal Methods for Short-term Electricity Demand Forecasting},
 718   Author                   = {Taylor, J.W.},
 719   Journal                  = {European Journal of Operational Research},
 720   Year                     = {2010},
 721   Pages                    = {139-152},
 722   Volume                   = {204},
 723
 724   Owner                    = {cugliari},
 725   Timestamp                = {2011.08.08}
 726 }
 727
 728 @Article{wijaya2015forecasting,
 729   Title                    = {Forecasting Uncertainty in Electricity Demand},
 730   Author                   = {Wijaya, T. K. and Sinn, M. and Chen, B.},
 731   Journal                  = {AAAI-15 Workshop on Computational Sustainability, EPFL-CONF-203769},
 732   Year                     = {2015}
 733 }
 734
 735 @Article{Zhou,
 736   Title                    = {{A review of electric load classification in smart grid environment}},
 737   Author                   = {K. Zhou and S. Yang and C. Shen},
 738   Journal                  = {Renewable and Sustainable Energy Reviews},
 739   Year                     = {2013},
 740   Pages                    = {103 - 110},
 741   Volume                   = {24}
 742 }
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 744 @Manual{Cer_a,
 745   Title                    = {Electricity smart metering customer behaviour trials findings report},
 746   Organization             = {Commission for energy regulation, Dublin},
 747   Year                     = {2011},
 748
 749   Institution              = {Commission for energy regulation},
 750   Owner                    = {jairo},
 751   Timestamp                = {2016.05.17}
 752 }
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 754 @Manual{Cer_b,
 755   Title                    = {Results of electricity coast-benefit analysis, customer behaviour trials and technology trials commission for energy regulation},
 756   Organization             = {Commission for energy regulation, Dublin},
 757   Year                     = {2011},
 758
 759   Institution              = {Commission for energy regulation},
 760   Owner                    = {jairo},
 761   Timestamp                = {2016.05.17}
 762 }
 763
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