A generalized stereotypical trust model by Fang, Hui, Zhang, Jie, Sensoy, Murat, Thalmann, Nadia Magnenat

“…We then propose a fuzzy semantic decision tree (FSDT) learning method to construct trust stereotypes that generalizes over seller non-nominal attributes by splitting their values in a fuzzy manner, and generalizes over nominal attributes by replacing their specific values with more general terms according to the ontology. …”
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User Profiling Based on Nonlinguistic Audio Data by Shen, Jiaxing, Cao, Jiannong, Lederman, Oren, Tang, Shaojie, Pentland, Alex

“…Secondly, we propose a gender-assisted multi-task learning method to combat dynamics in human behavior by integrating gender differences and the correlation of personality traits. …”
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3D surface analysis of coral microatolls by Gautam, Rohan

“…The results obtained are mostly human interpretable and lay the foundation for use of machine learning methodologies in studying coral surfaces. …”
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Aspect-based sentiment analysis using BERT by Kheriwala, Hussain Khozema

“…This project implements a method of using the pre-trained BERT model for this experiment. …”
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Development of trading strategies using fundamental and technical analysis in SGX by Pan, Zhijin

“…Secondly, it proves that machine learning models can be useful in generating rewarding trading strategies in real life. …”
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Object detection in car cabin environment by Lee, Wai Yeong

“…To achieve this goal, careful dataset selection and deep learning optimization techniques were implemented. …”
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Convergence rate analysis for optimal computing budget allocation algorithms by Li, Yanwen, Gao, Siyang

“…It evaluates the performance of the system designs in a finite set by sampling and aims to correctly make ordinal comparison of the designs. A well-known method in OO is the optimal computing budget allocation (OCBA). …”
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Development of Wi-Fi localization tags with on-board sensors for indoor human activity sensing by Zhao, Yuanyuan

“…Then, by combining STI with Weighted Extreme Learning Machine (WELM), an indoor localization algorithm is developed which takes advantages of both algorithms. …”
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Inertia measurement unit based sensing module for CPT training kit by Lee, Gabriel Wei Jian

“…To improve the chain of survival, several strategies are suggested to improve the quality of CPR in the community. One method of effective learning CPR is for the manikins to provide feedback to the user, however existing manikins with visual feedback are very expensive. …”
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Information visualization of ageing genomics data of human and model organisms by Poluru Mastan, Nayana Rao

“…The main aim of this project is to design the visualization technique that best suits the collected data, to implement the visualization method and lastly to evaluate the effectiveness of the proposed visualization methods. …”
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Multiple distresses detection for asphalt pavement using improved You Only Look Once algorithm based on convolutional neural network by Dan, Han-Cheng, Yan, Peng, Tan, Jiawei, Zhou, Yinchao, Lu, Bingjie

“…The algorithm optimizes anchor box selection through Kmeans clustering and employs a secondary labeling method to enhance learning efficiency and dataset quality. …”
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A post nonlinear geometric algorithm for independent component analysis by Nguyen, Thang Viet, Patra, Jagdish Chandra, Das, Amitabha

“…In this paper, we introduce a novel method for nonlinear ICA problem. The proposed method follows the post nonlinear approach to model the mixtures, and exploits the difference between a linear mixture and a nonlinear one from their nature of distributions in a multidimensional space to develop a separation scheme. …”
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Real time multiple object tracking using deep features and localization information by Karunasekera, Hasith, Zhang, Handuo, Wang, Han

“…In this paper we propose a tracking by detection method using a dissimilarity measure calculated based on the location and the appearance information of the object. …”
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Data driven one day ahead air quality forecast system for SO2 and PM10 pollutants by Lu, Jingjun

“…However, unlike air temperature and wind direction, there is no simple prediction method for outdoor air quality based on current and recent concentrations of air pollutants. …”
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Bird-Count: a multi-modality benchmark and system for bird population counting in the wild by Wang, Hongchang, Lu, Huaxiang, Guo, Huimin, Jian, Haifang, Gan, Chuang, Liu, Wu

“…However, manual counting is still the mainstream method for bird population counting, which is time-consuming and laborious. …”
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RoboGrammar: Graph Grammar for Terrain-Optimized Robot Design by Zhao, Allan, Xu, Jie, Konakovic-Lukovic, Mina, Hughes, Josephine, Spielberg, Andrew, Rus, Daniela, Matusik, Wojciech

“…We introduce Graph Heuristic Search - a novel method for efficient search of combinatorial design spaces. …”
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Online map-matching based on Hidden Markov model for real-time traffic sensing applications by Mitrovic, N., Asif, M. T., Oran, A., Jaillet, P., Goh, Chong Yang, Dauwels, Justin

“…We focused on two improvements over existing HMM-based algorithms: (1) the use of an optimal localizing strategy, the variable sliding window (VSW) method, that guarantees the online solution quality under uncertain future inputs, and (2) the novel combination of spatial, temporal and topological information using machine learning. …”
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NOFIS: Normalizing Flow for Rare Circuit Failure Analysis by Gao, Zhengqi, Zhang, Dinghuai, Daniel, Luca, Boning, Duane

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Control schemes of voltage source converters in more-electronics power systems by He, Jinsong

“…Control schemes of voltage sources converter (VSC) are directly linked to the stability, reliability, multi-functionality, and implementation cost of the more-electronics power systems. Existing control methods are mainly linear approaches that merely ensure the local stability of the closed-loop system relating to specific operating points. …”
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Numerical analysis in rock engineering 2 - sequential excavation by Winardi, Aurelia Sharleen

“…Differences between full-face and sequential excavation methods, with and without rock bolt support are explored.…”
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