Predicting traffic congestion evolution : a deep meta learning approach by Sun, Yidan, Jiang, Guiyuan, Lam, Siew-Kei, He, Peilan

“…Many efforts are devoted to predicting congestion evolution using propagation patterns that are mined from historical traffic data. However, the prediction quality is limited to the intrinsic properties that are present in the mined patterns. …”
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A novel low-crosstalk driveline based on spoof surface plasmon polaritons by Zhao, Shumin, Zhang, Hao Chi, Liu, Liangliang, Zhao, Jiahao, Yang, Cheng

“…By using traditional drivelines, for example, microstrip lines, the distance between adjacent drivelines should be large enough to reduce the multichannel coupling effects. …”
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Shield-roof interaction in longwall panels : insights from field data and their application to ground control by Cheng, Jingyi, Wan, Zhijun, Ji, Yinlin

“…The shield-roof interaction as mining proceeds in longwall panels remains unclear, hindering the further increase of longwall productivity. …”
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Paper or Tablet? The Impact of Digital Tools on Sketching During Engineering Design Concept Generation by Das, Madhurima, Huang, May, Yang, Maria

“…Sketch quantity during this early stage of design has been linked with eventual design outcomes and sketch quality has been linked with design perceptions. …”
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Computational history : from big data to big simulations by Nanetti, Andrea, Cheong, Siew Ann

“…The second section of the chapter presents a complex network, data-driven approach to mining historical sources and supporting the perennial historical chase for truth. …”
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Gut microbiota in colorectal cancer: biological role and therapeutic opportunities by Pandey, Himani, Tang, Daryl W. T., Wong, Sunny Hei, Lal, Devi

“…While CRC is thought to be an interplay between genetic and environmental factors, several lines of evidence suggest the involvement of gut microbiota in promoting inflammation and tumor progression. …”
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SURF: Eavesdropping on Underwater Communications from the Air by Mollahosseini, Poorya, Afzal, Sayed Saad, Adib, Fadel, Ghasempour, Yasaman

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Context-aware deep model for joint mobility and time prediction by Chen, Yile, Long, Cheng, Cong, Gao, Li, Chenliang

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Exploring Canonical Data Model for Text Clustering (S/O 12828) by Kamaruddin, Siti Sakira, Yusof, Yuhanis

“…However to construct canonical data model for text, it involves non-trivial text mining techniques prior to the actual construction process. …”
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Semantic segmentation with less annotation efforts by Zhang, Tianyi

“…To recover the pixel-wise annotations from image-level labels, region-mining models are trained to approximate the target object regions. …”
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Initialization matters : regularizing manifold-informed initialization for neural recommendation systems by Zhang, Yinan, Li, Boyang, Liu, Yong, Wang, Hao, Miao, Chunyan

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Cyclic deformation and lattice strain distribution of high Nb containing TiAl alloy by Ding, Jie, Shi, Shan, Dong, Zhili, Lin, Junpin, Ren, Yang, Wu, Xiaodong, Chang, Hui, Zhou, Lian

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Collaborative querying through a hybrid query clustering approach by Goh, Dion Hoe-Lian, Fu, Lin, Foo, Schubert, Na, Jin-Cheon

“…Here, the kernel step is to identify and cluster similar queries by mining the query logs. However because of the short lengths of queries, it is relatively difficult to cluster queries effectively using on the terms used since they cannot convey enough information. …”
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Tablets, Pens, and Pencils: The Influence of Tools on Sketching in Early Stage Design by Das, Madhurima, Huang, May, Yang, Maria C

“…Sketch quality and quantity have been shown to be linked to design perceptions and design outcomes. …”
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Attestation of Improved SimBlock Node Churn Simulation by Chin, Zi Hau, Baskaran, Vishnu Monn, Abaei, Golnoush, Tan, Ian Kim Teck, Yap, Timothy Tzen Vun

“…It was discovered that SimBlock limits all nodes to operate as mining nodes and that mining is simulated in a way that does not depict churn accurately at any time but only at specific intervals or under certain conditions. …”
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Investigating the role of CDK1 in governing the transcriptional landscape in cancer cells by Pluta, AJ

“…The regulation of these genes by 1-NM-PP1 was then tested in the new cell lines, and through the use of other CDK1 inhibitors. …”

Deep heterogeneous autoencoders for Collaborative Filtering by Li, Tianyu, Ma, Yukun, Xu, Jiu, Stenger, Björn, Liu, Chen, Hirate, Yu

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Goblet cell differentiation in colorectal cancer by Abdullayeva, G

“…These groups included high, medium, and low MUC2/TFF3-expressing cell lines, cell lines with no/very low MUC2 but high TFF3 expression, and cell lines completely lacking these proteins. …”

India’s electricity future: change is inevitable - how much, how fast? by Tongia, R

“…Other social contract aspects, such as environmental concerns, have also been important, especially for mining (coal) and, more recently, carbon.</p>…”

Geometric latent dirichlet allocation on a matching graph for large-scale image datasets by Philbin, J, Sivic, J, Zisserman, A

“…This matching graph connects images that contain the same object, and rough image groups can be mined from this graph using standard clustering techniques. …”