Article asserts that spare parts inventory management is complex due to the combined impact of intermittent and variable demand patterns. This study proposes a novel nonparametric Bayesian forecasting approach with its roots in the empirical Bayes paradigm.

Building predictive models for companies often relies on inference using historical data of companies in the same industry sector. However, companies are similar across a variety of dimensions that should be leveraged in relevant prediction problems. This is particularly true for large, complex organizations which may not be well defined by a single industry and have no clear peers. To enable prediction using company information across a variety of dimensions, we create an embedding of company stocks, Stock2Vec, which can be easily added to any prediction model that applies to companies with associated stock prices. We describe the process of creating this rich vector representation from stock price fluctuations and characterize what the dimensions represent. We then conduct comprehensive experiments to evaluate this embedding in applied machine learning problems in various business contexts. Our experiment results demonstrate that the four features in the Stock2Vec embedding can readily augment existing cross-company models and enhance cross-company predictions.

Weekly newspaper from The Colony, Texas that includes local, state, and national news along with advertising.

After he died, Townes Van Zandt found the success that he sabotaged throughout his short life despite the release of sixteen brilliant albums. Since his death, numerous albums both by and in honor of him have been released and many critical articles published, in addition to several books (including Robert Hardy’s A Deeper Blue by UNT Press). For the Sake of the Song collects ten essays on Townes Van Zandt from a variety of approaches. Contributors examine his legacy; his use of the minor key; his reception in the Austin music scene; and an exploration of his relationship with Richard Dobson, with whom he toured as part of the Hemmer Ridge Mountain Boys. An introduction by editors Ann Norton Holbrook and Dan Beller- McKenna provides an overview of Van Zandt’s literary excellence and philosophical wisdom, rare among even the best songwriters.

The 17th International Conference on Knowledge Management was held in the historic city of Potsdam, Germany. The conference was among the first post-pandemic face to face conferences, and the overall theme of the 17th edition of the ICKM conference rightly focused on “Knowledge, Uncertainty and Risks: From individual to global scale” at different levels of analysis and agency.

Audio from The Black Academy of Arts and Letters of a city council meeting held on September 13. The audio begins with a prayer for patience. After, the Dallas mayor suggests moving to a different chamber to accommodate for the large number of citizen speakers in the audience and waiting outside to be seated. The discussion devolves into an argument due to a large majority of council members and audience members wanting to remain seated. Once moved, guest speakers walk up one by one to give their opinions over a tax increase on the Dallas citizens for renovations to cultural institutions such as the Dallas Convention Center and stadiums.