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This involves estimating the amount of products or services that will be sold during that period. Accurate sales forecasting allows companies to make well-informed decisions about how to allocate resources and budget effectively. By analyzing past sales data, businesses can generate forecasts that help...
A DAE is at inference time a plain autoencoder. During training its input values were partly masked and needed to be reconstructed. For each mini-batch the error was used to update the model so that the model learned better to reconstruct the data57,58. The loss was the squared error: $...
JP2012118982A 2012-06-21 SYSTEM AND METHOD FOR ESTIMATING DEMAND RESPONSE IN ELECTRIC POWER SYSTEMS WO2005033964A1 2005-04-14 SYNCHRONIZING AND CONTROLLING SOFTWARE DOWNLOADS, SUCH AS FOR UTILITY METER-READING DATA COLLECTION AND PROCESSING WO2008027455A2 2008-03-06 ORCHESTRATION MANAGER WO2008027457A2...
5. A method as claimed in claim 1 wherein the audio rate control routine includes: counting speech units in the spoken parts and producing a count of speech units for a given unit of time; estimating a speech rate from the count of speech units; and using the estimated speech rate, cont...
In addition, many other emergent deep neural networks have been proposed for limited contexts, such as deep spatio-temporal neural networks, multi-dimensional recurrent neural networks, and convolutional auto-encoders. The goal of training deep neural networks is optimization of the weight parameters ...
Active Media, Inc., “Saphira Software Manual”, Real World, Saphira Version 5.3, 1997, 105 pages. Gaidioz et al., “Synchronizing Network Probes to Avoid Measurement Intrusiveness with the Network Weather Service”, High-Performance Distributed Computing, Proceedings of the Ninth International Symp...
(e.g., microcontrollers) as one or more programs running on one or more processors (e.g., microprocessors), as firmware, or as virtually any combination thereof, and that designing the circuitry and/or writing the code for the software and or firmware would be well within the skill of ...