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Lessing Yearbook Index to Volumes I-XX and the Supplements
This volume is a register and bibliography to the first 20 volumes of the Lessing Yearbook and its supplements, Humanitaet und Dialog, Lessing in heutiger Sicht, Nation und Gelehrtenrepublik, and Lessing und die Toleranz.
Forecasting commodity prices using long-short-term memory neural networks
This paper applies a recurrent neural network (RNN) method to forecast cotton and oil prices. We show how these new tools from machine learning, particularly Long-Short Term Memory (LSTM) models, complement traditional methods. Our results show that machine learning methods fit reasonably well with the data but do not outperform systematically classical methods such as Autoregressive Integrated Moving Average (ARIMA) or the naïve models in terms of out of sample forecasts. However, averaging the forecasts from the two type of models provide better results compared to either method. Compared to the ARIMA and the LSTM, the Root Mean Squared Error (RMSE) of the average forecast was 0.21 and 21.49 percent lower, respectively, for cotton. For oil, the forecast averaging does not provide improvements in terms of RMSE. We suggest using a forecast averaging method and extending our analysis to a wide range of commodity prices.
Index to Proceedings of the General Assembly 2018/2019, Part II - Index to Speeches
The Index to Proceedings of the General Assembly is a bibliographic guide to the proceedings and documentation of the General Assembly. This issue covers the seventy-third session of the Assembly including its Main and ad hoc committees. The Index is prepared by the Dag Hammarskjöld Library, Department of Global Communications, as one of the products of the United Nations Bibliographic Information System.
A Concordance to the French Poetry and Prose of John Gower
That the poet John Gower was a major literary figure in England at the close of the fourteenth century is no longer in question. Scholarly attention paid to him and to his work over the past twenty- five years has redeemed him from an undeserved obscurity imposed by the preceding two hundred. The facts of his life and career are now documented, and recent critical assessment has placed his achievement most accurately alongside Chaucer's, Langland's, and the Gawain- poet's. Unique among his contemporaries, all of whom undoubtedly read and used French in some measure, Gower alone has left us a significant body of verse and prose in Anglo-Norman; chiefly, the twelve-stanza poem Mirour de l-Omme, the Cinkante Balades, and the Traitié pour les amantz marietz. We are offered in this concordance of his Anglo- Norman work a unique opportunity to view a poetic language as it was written and read in England until Gower's death in 1408 and beyond.
