Search Results - (( model validation sensor algorithm ) OR ( java application based algorithm ))
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Rao-blackwellized particle filter algorithm integrated with neural network sensor model using laser distance sensor
Published 2023“…The experiment is validated by comparing the occupancy grid maps estimated by RBPF integrated with the ANN sensor model and RBPF without ANN. …”
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Self-calibration algorithm for a pressure sensor with a real-time approach based on an artificial neural network
Published 2018“…To verify the proposed model’s capability to build a self-calibration algorithm, the model was tested using an untrained input data set. …”
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Real time self-calibration algorithm of pressure sensor for robotic hand glove system
Published 2019“…The model was tested using an untrained input data set in order to verify the Proposed model’s capability for implementing a self-calibration algorithm. …”
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An efficient real-time data collection model for multivariate sensors in internet of things (IOT) applications
Published 2019“…EDCD aims to save the energy consumption of the IoT sensor board with multiple sensors by means of reducing the number of transmission packets, if no significant change is reported by the payload sensing block; second is proposed a validity of the measuring sensor reading at node level (VSNL) algorithm. …”
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Activity recognition based on accelerometer sensor using combinational classifiers
Published 2015“…The result of classification was validated using 10-fold cross validation algorithm in order to make sure all the experiments perform well.…”
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Conference or Workshop Item -
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Evaluations of oil palm fresh fruit bunches maturity degree using multiband spectrometer
Published 2017“…Furthermore, the Lazy-IBK algorithm have been validated to produce the best classifier model, with the machine learning algorithm performance of 65.26%, recall of 65.3%, and 65.4% F-measured as compared to other evaluated machine learning classifier algorithms proposed within the WEKA data mining algorithm. …”
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7
RSA Encryption & Decryption using JAVA
Published 2006“…The implementation of this project will be based on Rapid Application Design Methodology (RAD) and will be more focusing on research and finding, ideas and the implementation of the algorithm, and finally running and testing the algorithm. …”
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Final Year Project -
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Prediction of Machine Failure by Using Machine Learning Algorithm
Published 2019“…Validation for the model is analyzed by using validation testing data and cross validation. …”
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Optimizing Visual Surveillance Sensor Coverage Using Dynamic Programming
Published 2017“…The coverage of the visual sensor array is modeled descriptively using an enhanced pinhole camera model to obtain the layout of the field of view. …”
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Abnormal data detection model based on autoencoder and random forest algorithm: camera sensor data in autonomous driving systems
Published 2025“…The key performance indicators such as accuracy, precision, recall, and F1 score are used to evaluate the model, and the robustness is guaranteed by cross-validation. …”
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Activity Recognition Based On Accelerometer Sensor Using Combinational Classifiers
Published 2015“…The result of classification was validated using 10-fold cross validation algorithm in order to make sure all the experiments perform well.…”
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Direct approach for mining association rules from structured XML data
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13
Design and development of cooperative simultaneous localization and mapping integrated with neural network for mobile robot
Published 2024“…By training the ANN using sensor measurements, it learns to model the data and reduce the error or uncertainties present in the measurements obtained from the low-cost sensors. …”
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14
Application of genetic algorithm and JFugue in an evolutionary music generator
Published 2025“…This project explores the application of Genetic Algorithms (GA) with JFugue, which is a Java-based music programming library to develop an Evolutionary Music Generator. …”
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Final Year Project / Dissertation / Thesis -
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Calibration model of a low-cost air quality sensor using an adaptive neuro-fuzzy inference system
Published 2018“…These results suggest that the ANFIS model is promising as a calibration tool since it has the capability to improve the accuracy and performance of the low-cost electrochemical sensor.…”
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Inertial sensor-based instrumented cane for real-time walking cane kinematics estimation
Published 2020“…The proposed cane contact phase prediction model achieved higher accuracy than the previous models. …”
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Development of collision avoidance system for useful UAV applications using image sensors with laser transmitter
Published 2016“…A number of collision avoidance flight tests were carried out to validate the performance of the stereo vision and control algorithm based on image sensors. …”
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Speed sensorless control of permanent magnet synchronous motor using model reference adaptive system and artificial neural network / Abdul Mu’iz Nazelan
Published 2019“…First, the field oriented control (FOC) is modelled and validated using sensor-based method to ensure its ability in controlling the PMSM. …”
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Thesis