Movement prediction
Movement Prediction using Reservoir Computing
... the movement prediction had became more demanding in wide ...predicting movement of rockets and ...the prediction error will be transmitted (like the linear predictor used to reduce the ...
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Stock Movement Prediction from Tweets and Historical Prices
... stock movement prediction is widely considered difficult due to the high stochasticity of the market: stock prices are largely driven by new information, resulting in a random-walk pat- tern (Malkiel, ...
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Incorporating Fine grained Events in Stock Movement Prediction
... Table 1 is divided into three parts. The three baselines in the top part employ the text di- rectly as model input. These methods totally ig- nore the structure information of text. The three baselines in the middle part ...
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Stock Movement Prediction Based on Social Media Sentiment Analysis
... Stock prediction is attracting a lot of attention, mainly due the financial gains that may be ...stock movement prediction based on social media sentiment analysis with an emphasis on a Twitter ...
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Gaze Guidance, Task-Based Eye Movement Prediction, and Real-World Task Inference using Eye Tracking
... Figure 6.1 shows an illustration of a real-world visual search problem of TSA agent searching for suspicious objects at airports. This task is critical and requires dedicated visual attention and hence leads to human ...
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Analysis of Arm Movement Prediction by Using the Electroencephalography Signal
... the movement intention before the actual movement is ...the movement by discriminating between data in the “rest” condition, where there is no movement intention, with “pre-movement” ...
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Are Markets Truly Efficient? Experiments using Deep Learning for Market Movement Prediction
... We approach this problem by using percentiles. We convert the daily returns of the underlying component stocks to percentiles. The percentiles considered are at the 1, 2, 3, 5, 10, 15, 20, 30, 40, 50, 60, 70, 80, 85, 90, ...
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Group, Extract and Aggregate: Summarizing a Large Amount of Finance News for Forex Movement Prediction
... forex movement label f is decided by the comparison of prediction time price and the input window end- ing ...the prediction for the USD-EUR exchange rate with 20 minutes input time and 10 minutes ...
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Transformer Based Capsule Network For Stock Movement Prediction
... Therefore, insights on the solutions to stock movements prediction can be drawn from the novel structure for capturing a deeper level of semantic information. In this paper, we pro- pose a CapTE (Capsule network ...
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Stock Price Index Movement Prediction Using Adaptive Firefly Algorithm Based Association Rule Mining
... The above mentioned optimization is inherited as a framework for performing the prediction task for stock market. It assumes frequency of all the data items that are similar. Sometimes, the rare items are ...
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1. Mobility prediction using movement, semantic and social data: a survey
... Abstract—Mobility prediction of human and objects have a variety of application benefits such as tracking of a mobile device, vehicle route optimizing, human activity time optimization, ...the movement, ...
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Mobility Patterns Mining Algorithms with Fast Speed
... The movement prediction of Mobile Users (MUs) is an important problem in cellular communication ...The movement prediction applications of MUs include automatic bandwidth adjustment, smart ...
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ENSEMBLE HUMAN MOVEMENT SEQUENCE PREDICTION MODEL USING APRIORI AND BAGGED J48 ON MACHINE LEARNING
... sequence movement prediction are, urban service based applications and some of the fields like healthcare, science, bank, public services, ...human movement pattern are spatial, temporal and social ...
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The Prediction of Weld Line Movement in Deep Drawing of Tailor Welded Blanks
... Weld-line movement in TWBs during process is always considered as a challenging ...line movement is one of the influencing parameters, having effect on sheets ...line movement and thickness ...
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Machine Learning on Stock Price Movement Forecast: The Sample of the Taiwan Stock Exchange
... Random forest creates n classification trees using sample with replacement and predicts class based on what majority of trees predict. The trained ensemble, therefore, represents a single hypothesis. This hypothesis, ...
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Automatic Algorithm Design by Neural Network and Indicators in Iran Stock Transactions
... Ratner and Lill (1993), in some of Asian and Latin American countries, reached to this result that the use of technical analysis methods will lead to profitable results. Menig and Matno and Goro (2010) concluded that ...
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Effective and Efficient Communication and Collaboration in Participatory Environments
... their movement histories and 2) the number of users, that are likely to be within a spatiotemporal region of interest, through opportunistic contacts in a completely decentralized ...
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PREVENTIVE DIGITAL DIPLOMACY IN INTERNATIONAL RELATIONS IN FUTURE
... National interests – coexist with information weapon, crime, information terrorism – are enough determinants to defragment of the global Internet into internet grid of nations‟. Strong national firewall cut off other ...
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Bias towards Regular Configuration in 2D Pointing
... calculate movement time prediction from some experimental conditions, such as the width of the target, the distance of the starting point to the target, and so ...
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Orbital movement of spiral waves
... Spiral waves in active media react to small perturbations as particle-like objects. Here we apply the asymptotic theory to the interaction of spiral waves with a localized inhomogeneity, which leads to a novel ...
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