15.391 Early Stage Capital, Fall 2003 by Loessberg, Shari

“…This course also prepares entrepreneurs to make the best use of outside advisors, and to negotiate effective long-term relationships with funding sources. …”
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Effects of music attrition on English-Mandarin Chinese bilinguals’ lexical tone perception and production in a foreign language by Toh, Xin Ru

“…Although non-‘dialect’ speaking non-musicians performed the worst in musical abilities and lexical tone perception, ‘dialect’ speaking ex-musicians did not perform the best. Lastly, ex-musicians and non-musicians performed equally well in lexical tone production, and lexical tone production accuracy was not associated with lexical tone perception accuracy, musical abilities, or number of years of musical training. …”
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EEG-based mental workload recognition using deep learning techniques by Zeng, Chenxuan

“…For more detailed classification (low, medium, high, 3 classes) of different subjects (subject independent classification), the best result achieved by this paper is only about 65%. …”
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Ensemble of pruned models for low-complexity acoustic scene classification by Ooi, Kenneth, Peksi, Santi, Gan, Woon-Seng

“…In this paper, we present the training methodology for our submissions for the challenge, with the best-performing system consisting of an ensemble of VGGNet- and Inception-Net-based lightweight classification models. …”
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Dynamic knowledge graph embedding by Teo, Eugene Yu-jie

“…We started by exploring and understanding different embedding techniques to determine which would lend themselves best to certain implementations of online learning. …”
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Performing optimal power flow studies for the microgrid by Yap, Malvern Zong Han

“…Optimal Power Flow (OPF) is a collection of power optimisation models aimed at determining the best-possible level of operation of electrical power generating units with the purpose of dispatching power in an economic manner. …”
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Effective teaching methodologies for shore-based maritime education : teaching pedagogy vs technology engagement by Lim, Joanna Hwee Ern

“…The objective of this study is to look into the education of the shore-based side of the maritime industry and identify effective teaching methodologies, based on students’ perspective, that would best develop knowledge acquisition, problem-solving skills and interpersonal skills. …”
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Development of a machine-learning-based detection and tracking algorithm for drones by Er, Hwa Ming

“…After comparing several algorithms, DeepLabv3+ with Mobilenetv2 backbone was the fastest algorithm and was tested using one of the best edge devices available, NVIDIA Jetson TX2, for detections and tracking. …”
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Stability of unsaturated soil slopes covered with melastoma malabathricum in Singapore by Satyanaga, Alfrendo, Rahardjo, Harianto

“…Melastoma Malabathricum was selected in this study since this Mangrove is best suited for tropical climatic condition. The results of laboratory tests indicated that the air-entry value and shear strength of the soil with roots of Melastoma Malabathricum were higher than those of the soil without roots. …”
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Ontology-based big data analysis for orchid smart farming by Kaewboonma, Nattapong, Chansanam, Wirapong, Buranarach, Marut

“…Contributions.The system is designed for assisting orchid farmers by giving recommended measures and expected results based on the knowledge extracted from best practices.…”
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High-performance porous carbon-zeolite mixed-matrix membranes for CO₂/N₂ separation by Chuah, Chong Yang, Lee, Junghyun, Bao, Yueping, Song, Juha, Bae, Tae-Hyun

“…In particular, SAPO-34 yielded the best results among the zeolite fillers tested, resulting in an excellent performance far beyond the Robeson upper bound limit for CO2/N2 separation.…”
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Air passenger forecasting using Neural Granger causal Google trend queries by Long, Chan Li, Guleria, Yash, Alam, Sameer

“…This paper explores the use of a Neural Granger Causality model to select the best search query that can forecast arrival air passengers in Singapore Changi Airport. …”
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Develop a BPEL Generator II by Fermi, Enrico

“…Prior to integrating BPEL Engine with BPEL Generator 1, a comprehensive survey of available BPEL Engines was conducted to determine the best BPEL Engine. The selected engine was installed and configured in the system. …”
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Scientific machine learning for knowledge discovery by Siddesh Sambasivam Suseela

“…The task aims to predict a mathematical equation that best describes the observational data. On the other hand, known governing equations are incorporated into the learning process of deep neural networks to predict the system’s behaviour. …”
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Feedback inhibition underlies new computational functions of cerebellar interneurons by Halverson, Hunter E., Kim, Jinsook, Khilkevich, Andrei, Mauk, Michael D., Augustine, George James

“…Computer simulations indicate that these relationships are best explained by the feedback circuit from Purkinje cells to MLIs and that this feedback circuit plays a central role in making cerebellar learning efficient.…”
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Synthesis and characterization of novel low bandgap conjugated polymers containing fused-ring and accept moieties by Lai, Chun Yuen

“…It was found that Poly[N-(dodecyl)-DTP-2,5-Pyridine] had the best characteristic among the polymers synthesised in this project to be further developed into a organic photovoltaic material. …”
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Crowd estimation in images by Pui, Chin See

“…Finally, the efficacy of the implemented model will be thoroughly evaluated through experiments and evaluations, with the aim of assessing its effectiveness towards the task of crowd counting, to determine the best integration.…”
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Kinematic analysis of an upper extremity stroke rehabilitation orthosis by Yang, Fang

“…A dummy exoskeleton hand is used to control the motion of the system, several daily living activities are simulated on the system, after a series of trail and error experiments, the best linkage length was found and the linkages was modified accordingly, the updated system’s motion range was increased and was able to cover most of the hand daily living activities such as cylindrical grasp, pinch and hook. …”
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Improving moisture resistance in solid-state electrolytes (SSEs) through high entropy effect by Poon, James Hong Pin

“…It is realised that the composition of Li2.7In0.9Mn0.025Zn0.025Zr0.05Cl5.5F0.2 where additive chlorides are mixed in with 90% of sintered lithium indium chloride provides the best trade off in terms of ionic conductivity and moisture resistance. …”
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Establishing edge labels for benchmarking gene co-expression networks of saccharomyces cerevisiae and homo sapiens by Antony Velankanni Jenet Princy

“…These edges were further refined to obtain the best evaluation data for network performance assessment using Receiver Operating Characteristic and Precision-Recall curves. …”
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