Selecting samples with non-landslide attributes significantly impacts the deep-learning modeling of landslide susceptibility mapping. This study presents a method information value analysis in order to optimize selection negative used for machine learning. Recurrent neural network (RNN) has memory function, so when using an RNN mapping purposes, input landslide-influencing factors affects resul...

In this paper a fast and effective algorithm named equal feature variance sum (EFVS) framesynchronous searching is presented for state decoding. EFVS controls the state transition by using only the feature variance of the speech, instead of by using the state dwell distribution. The basic hypothesis of this new algorithm is the equality of feature variance sum in each state of the speech. Given...

As per the present available information, there is a discrepancy regarding the total number of exons present in MUC16 genomic DNA. This discrepancy is due to the absence/presence of some of the genomic sequences (particularly for the repeat regions) in the available genomic databases. The terminal nine exons on both 5' and 3' ends code for the aminoand carboxyterminal domains of MUC16, respecti...

Space resource utilization (SRU) can be a catalyst for growing space economy. Significant reductions in cost, launch mass and risk human robotic activities beyond Earth achieved. Commercial entities will have the opportunity to generate revenue through economic development, allowing decreased dependency on governmental agencies exploration of space. A wide variety materials found planetary smal...

The knowledge of the users' electricity consumption pattern is an important coordinating mechanism between utility company and consumers in terms key decision makings. load decomposition therefore crucial to reveal underlying relationship its characteristics. However, conventionally performed on residential commercial loads, adequate consideration has not been given high-energy-consuming indust...

In this paper, an indoor robot navigation system is investigated, where intelligent reflecting surface (IRS) employed to enhance the connectivity between access point (AP) and robotic users. Both single-user multiple-user scenarios are considered. scenario, one mobile user (MRU) communicates with AP. AP serves MRU static (SRU) employing either non-orthogonal multiple (NOMA) or orthogonal (OMA) ...

Three papers in this session concern gathering spontaneous speech data. Two of the papers (AT&T and SRU) used a Wizard of Oz paradigm to interact with users via telephone. In the WOZ paradigm, subjects are led to believe that they are interacting with a machine when an experimenter is actually performing the machine's task. While this technique is used by many sites collecting spontaneous speec...

This paper describes the new framework of context-dependent (CD) Initial/Final (IF) acoustic modeling using the decision tree based state tying for continuous Chinese speech recognition. The Extended Initial/Final (XIF) set is chosen as the basic speech recognition unit (SRU) set according to the Chinese language characteristics, which outperforms the standard IF set. An adaptive mixture increa...