This presentation has two goals. The first goal is to compare ML and Knowledge Discovery in Data (KDD, also often called Data Mining, DM) in order to insist on how much they actually differ In order to make my ideas somewhat easier to understand, and as an illustration, I will include a description of several research topics that I find relevant to KDD and to KDD only. The second goal is to sho...

It is believed that the plastids in green plants lost peptidoglycan (i.e., a bacterial cell wall-containing d-amino acids) during their evolution from an endosymbiotic cyanobacterium. Although wall-like structures could not be detected in the plastids of green plants, the moss Physcomitrella patens has the genes required to generate peptidoglycan (Mur genes), and knocking out these genes causes...

Businesses are increasingly interested in how big data, artificial intelligence, machine learning, and predictive analytics can be used to increase revenue, lower costs, and improve their business processes. In this paper, we describe how we have developed a data-driven machine learning method to optimize the collection process for a debt collection agency. Precisely speaking, we create a frame...

The phase-locked loop (PLL) propagation time is important unavoidable factor for high-speed coherent detection systems using broad-linewidth laser diodes. This paper report the linewidths requirements and the power penalties taking into account the loop propagation delay. The coherent optical receivers with PLL, based on Costas loop or decision driven loop (DDL) are taken into consideration. Th...

the goal of facial animation is to synthesize realistic facial animated images using computer graphics. because of its capability in creating facial animated images using a few amount of information, facial animation using feature vectors was extensively studied in recent years. in general, this method is considered as one of the performance-driven facial animation base methods. in this regard,...