A NOVEL PREDICTION MODEL FOR THE SALES CYCLE OF SECOND-HAND HOUSES BASED ON THE HYBRID KERNEL EXTREME LEARNING MACHINE OPTIMIZED USING THE IMPROVED CRESTED PORCUPINE OPTIMIZER

A Novel Prediction Model for the Sales Cycle of Second-Hand Houses Based on the Hybrid Kernel Extreme Learning Machine Optimized Using the Improved Crested Porcupine Optimizer

Second-hand housing transactions are an important part of the housing market.Due to the dual influence of location and price, the sales cycle of second-hand housing has shown significant diversity.As a result, when residents sell or buy second-hand houses, they often cannot accurately and quickly evaluate the cycle of the second-hand house; thus, t

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Effective resistance against pandemics: Mobility network sparsification for high-fidelity epidemic simulations.

Network science has increasingly become central to here the field of epidemiology and our ability to respond to infectious disease threats.However, many networks derived from modern datasets are not just large, but dense, with a high ratio of edges to nodes.This includes human mobility networks where most locations have a large number of links to m

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Relative abundance of Akkermansia spp. and other bacterial phylotypes correlates with anxiety- and depressive-like behavior following social defeat in mice

Abstract As discussion of stress and stress-related disorders rapidly extends ventilationstejp beyond the brain, gut microbiota have emerged as a promising contributor to individual differences in the risk of illness, disease course, and treatment response.Here, we employed chronic mild social defeat stress and 16S rRNA gene metagenomic sequencing

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Optical Imaging with a Cathepsin B Activated Probe for the Enhanced Detection of Esophageal Adenocarcinoma by Dual Channel Fluorescent Upper GI Endoscopy

Despite significant advances in diagnosis and treatment, the prognosis of esophageal adenocarcinoma remains poor highlighting the importance of early detection.Although white light (WL) upper endoscopy can be used for screening of the esophagus, offworld drum pads it has limited sensitivity for early stage disease.Thus, development of new imaging t

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