Attention graph neural network on heterogeneous information network by Wang, Kexin

“…In this project, I am focus on researching the HIN which contains multipletypes of nodes and links in a graph. I will be studying several different GNN models including Metapath2vec[1], GraphSAGE[2], GCN[3], GAT[4], HAN[5]. …”
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Computational history : from big data to big simulations by Nanetti, Andrea, Cheong, Siew Ann

“…In the time-integrated network obtained by overlaying all records from the historians’ databases, the nodes are actors, while the links are actions. The third section explains how this tool allows historians to deal with historical data issues (e.g., source criticism, facts validation, trade-conflict-diplomacy relationships, etc.), and take advantage of automatic extraction of key narratives to formulate and test their hypotheses on the courses of history in other actions or in additional data sets. …”
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Narsarsukite Na2TiOSi4O10 as a low voltage silicate anode for rechargeable Li-ion and Na-ion batteries by Chaupatnaik, Anshuman, Srinivasan, Madhavi, Barpanda, Prabeer

“…Fast lithium (de)insertion without any significant capacity loss can be linked to the rigid endless large tunnels built from the stacked rings of four SiO4 tetrahedra. …”
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Two-dimensional (2D) covalent organic framework as efficient cathode for binder-free lithium-ion battery by Yao, Chang-Jiang, Wu, Zhenzhen, Xie, Jian, Yu, Fei, Guo, Wei, Xu, Zhichuan Jason, Li, Dong-Sheng, Zhang, Shanqing, Zhang, Qichun

“…In this research, a 2D boroxine-linked chemically-active pyrene-4,5,9,10-tetraone (PTO) covalent organic framework (2D PPTODB COFs) was synthesized as an organic cathode material with remarkable electrochemical properties, including high electrochemical activity (four redox electrons), safe oxidation potential window (between 2.3 and 3.08 V vs. …”
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CC meets FIPS : a hybrid test methodology for first order side channel analysis by Roy, Debapriya Basu, Bhasin, Shivam, Guilley, Sylvain, Heuser, Annelie, Patranabis, Sikhar, Mukhopadhyay, Debdeep

“…Precisely, we derive a concrete relationship between TVLA and signal to noise ratio (SNR). The linking of the two metrics allows direct computation of success rate (SR) from TVLA for given choice of intermediate variable and leakage model and thus unify these popular side channel detection and evaluation metrics. …”
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Spatial and temporal localization of cell wall associated pili in Enterococcus Faecalis by Choo, Pei Yi

“…Based on these data, we propose an alternative paradigm for sortase substrate deposition in E. faecalis, in which Ebp can be anchored directly onto uncross-linked cell wall, independent of cell wall synthesis.…”
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Floral trait preferences of butterflies in Singapore by Fung, Louisa May

“…While butterfly ecological and morphological traits have been linked to flower specialisation, the flower traits associated with flower specialisation in this same system have not been explored. …”
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Dynamic knowledge graph embedding by Teo, Eugene Yu-jie

“…Embedding a knowledge graph allows useful tasks such as prediction of links and classification of entities to be performed and this can lead to discovery of new facts within the knowledge graph. …”
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Silver nanoprism-based plasmonic ELISA for sensitive detection of fluoroquinolones by Yuan, Meifang, Xiong, Qirong, Zhang, Ganggang, Xiong, Zhijuan, Liu, Daofeng, Duan, Hongwei, Lai, Weihua

“…Here, we report a plasmonic enzyme-linked immunosorbent assay (pELISA) method based on oxidative etching of silver nanoprisms (AgNPRs) for the quantitative and qualitative detection of danofloxacin (DAN), a fluoroquinolone antibiotic. …”
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Physically tailoring ion fluxes by introducing foamlike structures into polymeric membranes of solid contact ion-selective electrodes by Cheong, Yi Heng, Lisak, Grzegorz

“…Since the introduction of foamlike structures into ISM is linked to temperature-controlled membrane deposition, it is envisaged that the method is generally applicable to all solid contact ion-selective electrodes that are based on polymeric membranes and require membrane deposition from the cocktail solution.…”
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Characterization of the biosynthetic gene cluster and shunt products yields insights into the biosynthesis of balmoralmycin by Ma, Guang-Lei, Xin, Lingyi, Liao, Yanghui, Chong, Zhi-Soon, Candra, Hartono, Pang, Li Mei, Lee, Sean Qiu En, Gakuubi, Martin Muthee, Ng, Siew Bee, Liang, Zhao-Xun

“…Balmoralmycin (compound 1) represents a unique group of angucyclines that contain an angular benz[a]anthracene tetracyclic system, a characteristic C-glycosidic bond-linked deoxy-sugar (D-olivose), and an unsaturated fatty acid chain. …”
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Comprehensive analysis of feature extraction methods for emotion recognition from multichannel EEG recordings by Yuvaraj, Rajamanickam, Thagavel, Prasanth, Thomas, John, Fogarty, Jack, Ali, Farhan

“…Performance was evaluated using two classifier methods, support vector machine (SVM) and classification and regression tree (CART), across five independent and publicly available datasets linking EEG to emotional states: MAHNOB-HCI, DEAP, SEED, AMIGOS, and DREAMER. …”
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An investigation on consumers' preferences for parcel deliveries: applying consumer logistics in omni-channel shopping by Wang, Xueqin, Wong, Yiik Diew, Shi, Wenming, Yuen, Kum Fai

“…With detailed profiling that links product value and consumers' socio-demographics to their choice mode of delivery, the authors create practical insight into the optimal design of omni-channel distribution systems that best harness consumers' voluntary contributions.…”
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Autistic students' experiences, opportunities and challenges in higher education in Singapore: a qualitative study by Lim, Elinor, Wong, Shawn, Gurbuz, Emine, Kapp, Steven K., López, Beatriz, Magiati, Iliana

“…Participants also noted considerable social isolation of autistic students, likely linked to a double empathy problem between autistic and non-autistic students. …”
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The role of ideology in radicalisation by Ramakrishna, Kumar

“…The chapter first unpacks the concept of ideology, showing how it is inextricably linked with, and emerges from, the wider cultural context. …”
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Improved meet-in-the-middle Nostradamus attacks on AES-like hashing by Dong, Xiaoyang, Guo, Jian, Li, Shun, Pham, Phuong, Zhang, Tianyu

“…This modification leads to a decrease in time complexity during the online linking phase, effectively reducing the overall attack time complexity in both classical and quantum scenarios. …”
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Motivation of the re-emergence of territorial disputes in the South China Sea : from an US and China regional strategies' perspective. by Huang, Huijianmei.

“…A representation of the South China Sea disputes was made in the third chapter, followed by a detail observance into the competition between the U.S. and China, through analysing the strategies the two big powers implemented within Asia Pacific. The fifth chapter linked the competitive relation between the U.S. and China to the re-emergent South China Sea territorial disputes. …”
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Two-way shape memory polymer by Chng, Wei Kee

“…This report will focus on the continuation research of this two-way shape memory polymer, covalently cross-linked Poly[ethylene-co-(vinyl acetate)] (cPEVA). …”
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An EEG study on perceptual decision making and susceptibility to deceptive movement in taekwondo expert and novice athletes by Tan, Shi Ying

“…The study serves as a preliminary investigation and with improving technology, bringing EEG onto training fields can potentially facilitate better understanding of athlete’s brain-behaviour links.…”
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Neurobiology of culturally common maternal responses to infant cry by Rigo, Paola, Bornstein, Marc H., Putnick, Diane L., Esposito, Gianluca, Swain, James E., Suwalsky, Joan T. D., Su, Xueyun, Du, Xiaoxia, Zhang, Kaihua, Cote, Linda R., De Pisapia, Nicola, Venuti, Paola

“…Complementary functional magnetic resonance imaging (fMRI) analyses of brain responses to their own infants’ cries in 43 new primipara US mothers revealed enhanced activity in concordant brain territories linked to the intention to move and to speak, to process auditory stimulation, and to caregive [supplementary motor area (SMA), inferior frontal regions, superior temporal regions, midbrain, and striatum]. …”
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