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AI (Artificial Intelligence) is MACHINE USEFULNESS
Published 2024Subjects: “…Machine Usefulness, Daron Acemoglu, AI, ML, DL, RL, ANN, CNN, RNN, MPNN, DNN, Halicin, Digital Twins, Digital Cousins, Data, Data Analytics…”
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Article -
185
Indoor localization using Wi-Fi
Published 2020“…All models are evaluated using data collected from several reference points on block N4, North Spine, Nanyang Technological University. …”
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Final Year Project (FYP) -
186
Predictive maintenance using machine learning
Published 2020“…The thresholds could also be used to detect an upcoming breakdown of a bearing. …”
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Final Year Project (FYP) -
187
Analyses using ansys for an industrial application
Published 2020“…Finite Element Analysis (FEA) is a replication of a physical phenomenon of a part under controlled conditions using the approach named Finite Element Method (FEM). …”
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Final Year Project (FYP) -
188
Object tracking using surveillance camera
Published 2020“…One solution to this problem is that the detection algorithm does not run in every frame but runs after some frames interval to make sure that the speed of tracking algorithms can catch up with the frame rates, which uses the visual tracker. This thesis does a survey of the current situation of multi-object detection and tracking and compares some performances of some visual trackers in order to make some contributions to the development of them. …”
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Thesis-Master by Coursework -
189
Using AI for music source separation
Published 2021“…Firstly, the importance of the use of RNN architecture such as BiLSTM and BiGRU in the separation of music. …”
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Final Year Project (FYP) -
190
Detect inosine using nanopore sequencing
Published 2021“…Here, we introduce a method to detect Inosine using Nanopore direct RNA sequencing with high overall accuracy and area under the curve (AUC) of receiver operating characteristic (ROC) and precision-recall (PR) around 90%. …”
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Final Year Project (FYP) -
191
The use of relation matching in information retrieval
Published 2021“…Most information retrieval systems use keyword-matching to identify documents that may be relevant to the user’s query. …”
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Journal Article -
192
Occupancy estimation using environmental parameters
Published 2022“…To predict the occupancy in a room, environmental sensors are increasingly used as cost effective and non-intrusive ways to obtain the occupancy information. …”
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Final Year Project (FYP) -
193
Composite fabrication using slip casting
Published 2022“…This approach, known as magnetically assisted slip casting (MASC), allows for the manipulation of ceramic micro-platelets in a slurry using rotating magnets, resulting in the capacity to construct the required microstructure. …”
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Final Year Project (FYP) -
194
Financial forecasting using machine learning
Published 2022“…We determined the optimum settings for prophet when dealing with both monthly and quarterly reported data. When using the quarterly and monthly seasonality in our prediction model reduces the errors into half and improves the r^2between the predicted and the actual by 10%. …”
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Final Year Project (FYP) -
195
Use of forecasting techniques in automobile sales
Published 2009“…In this report, the author describes a forecasting method that has high potential to be used for strategic product development that requires statistically predict customers’ demands and wishes of a future market. …”
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Final Year Project (FYP) -
196
Gold price prediction using transformers
Published 2023“…Previously, classical methods like ARIMA and GARCH were used to predict prices. With the rise of neural networks, ML and AI methods like LSTM show better performances compared to classical methods. …”
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Final Year Project (FYP) -
197
Portfolio optimization using genetic algorithm
Published 2009“…Experimental results show that the proposed GA approach for portfolio optimization is a useful tool to assist investors in constructing their portfolios. …”
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Final Year Project (FYP) -
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Re-refining used lubricating oil
Published 2010“…Finally, the cleanness of the oil was found to be proportional to the amount of adsorbents used. Thermodynamic analysis was used to determine the energy involved. …”
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Final Year Project (FYP) -
200
Using nuclear energy for cooling and heating
Published 2011“…The aim of the field study was obtained to show an example of an existing district cooling system that can be operated by using nuclear energy.…”
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Final Year Project (FYP)