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Journal Articles

Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers

Jatin Prakash, Ankur Miglani, P. K. Kankar

J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041005.

Paper No: JCISE-22-1187

DOI: https://doi.org/10.1115/1.4056365

Published Online: January 9, 2023

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Topics: Entropy, Hydraulic pumps, Leakage, Machine learning, Signals, Optimization, Algorithms, Composite materials

Includes: Supplementary data

Journal Articles

Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory

Akram Mubarak, Mebrahitom Asmelash, Azmir Azhari, Ftwi Yohannes Haggos, Freselam Mulubrhan

J. Comput. Inf. Sci. Eng. June 2023, 23(3): 031002.

Paper No: JCISE-22-1058

DOI: https://doi.org/10.1115/1.4054690

Published Online: August 8, 2022

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Topics: Artificial neural networks, Bearings, Condition monitoring, Fault diagnosis, Hydraulic accumulators, Machinery, Signals, Time series, Vibration, Design

Journal Articles

Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality

Liping Xie, Chihua Lu, Zhien Liu, Yawei Zhu, Tao Xu

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021011.

Paper No: JCISE-21-1163

DOI: https://doi.org/10.1115/1.4054489

Published Online: June 7, 2022

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Topics: Acoustics, Electroencephalography, Physiology, Sound quality, Signals, Entropy, Evaluation methods

Journal Articles

Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks

Mario Peña, Mariela Cerrada, Rubén Medina, Diego Cabrera, René Vinicio Sánchez

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021009.

Paper No: JCISE-21-1406

DOI: https://doi.org/10.1115/1.4054574

Published Online: June 7, 2022

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Topics: Signals, Vibration, Feature selection, Sensors, Mechanical drives

Journal Articles

Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography

Hemanth Manjunatha, Sri Sadhan Jujjavarapu, Ehsan T. Esfahani

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050908.

Paper No: JCISE-21-1313

DOI: https://doi.org/10.1115/1.4054594

Published Online: June 7, 2022

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Topics: Artificial neural networks, Damping, Electromyography, Engines, Human-robot interaction, Machine learning, Motors, Robots, Signals, Physiology

Journal Articles

Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain

Xueke Zheng, Cheng Zhuang, Shuixin Xiao, Yu Qiu, Jun Zhang, Mian Li

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021003.

Paper No: JCISE-21-1442

DOI: https://doi.org/10.1115/1.4054306

Published Online: May 17, 2022

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Topics: Accelerometers, Impulse (Physics), Signals, Vehicles, Roads, Linear systems

Journal Articles

A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation

Marlène Gilles, Elisabetta Bevacqua

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050904.

Paper No: JCISE-21-1123

DOI: https://doi.org/10.1115/1.4053369

Published Online: March 31, 2022

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Topics: Computers, Design, Machinery, Robots, Stress, Transportation systems, Vehicles, Signals, Collaboration, Errors

Journal Articles

A Convolutional Neural Network-Based Recognition Method of Gear Performance Degradation Mode

Bin He, Fuze Xu, Dong Zhang, Weijia Wang

J. Comput. Inf. Sci. Eng. October 2022, 22(5): 050902.

Paper No: JCISE-21-1301

DOI: https://doi.org/10.1115/1.4053562

Published Online: March 24, 2022

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Topics: Artificial neural networks, Gears, Signals, Wear

Journal Articles

Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit

Nikhil M. Thoppil, V. Vasu, C. S. P. Rao

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021012.

Paper No: JCISE-21-1161

DOI: https://doi.org/10.1115/1.4052838

Published Online: December 9, 2021

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Topics: Algorithms, Optimization, Service life (Equipment), Vibration, Failure, Architecture, Signals, Feature selection, Maintenance

Journal Articles

A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing

Muyangzi Lin, Miyuan Shan, Jie Zhou, Yunjie Pan

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021005.

Paper No: JCISE-21-1105

DOI: https://doi.org/10.1115/1.4052082

Published Online: October 13, 2021

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Topics: Artificial neural networks, Bearings, Fault diagnosis, Scalars, Signals, Rolling bearings, Vibration, Mahalanobis-Taguchi system

Journal Articles

SSVEP-Based Brain-Computer Interface for Part-Picking Robotic Co-Worker

Yao Li, Thenkurussi Kesavadas

J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021001.

Paper No: JCISE-21-1037

DOI: https://doi.org/10.1115/1.4051596

Published Online: July 21, 2021

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Topics: Brain, Computers, Electroencephalography, Robotics, Robots, Support vector machines, Conveyor systems, Signals, Grasping, Steady state

Journal Articles

Finite-State Automata-Based Representation of Device States for Function Modeling of Multimodal Devices

Ahmed Chowdhury, Lakshmi N.A. Venkatanarasimhan, Chiradeep Sen

J. Comput. Inf. Sci. Eng. February 2022, 22(1): 011008.

Paper No: JCISE-20-1265

DOI: https://doi.org/10.1115/1.4051159

Published Online: July 14, 2021

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Topics: Algorithms, Flow (Dynamics), Modeling, Signals

Journal Articles

Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions

Jatin Prakash, P. K. Kankar, Ankur Miglani

J. Comput. Inf. Sci. Eng. December 2021, 21(6): 061010.

Paper No: JCISE-20-1236

DOI: https://doi.org/10.1115/1.4050821

Published Online: May 21, 2021

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Topics: Dimensions, Fractals, Valves, Machine learning, Signals, Support vector machines, Feature extraction

Journal Articles

A Formal Representation of Conjugate Verbs for Function Modeling

Ahmed Chowdhury, Lakshmi N. A. Venkatanarasimhan, Chiradeep Sen

J. Comput. Inf. Sci. Eng. October 2021, 21(5): 050904.

Paper No: JCISE-20-1273

DOI: https://doi.org/10.1115/1.4050077

Published Online: May 12, 2021

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Topics: Flow (Dynamics), Modeling, Signals

Journal Articles

A Digital Twin-Driven Method for Product Performance Evaluation Based on Intelligent Psycho-Physiological Analysis

Yixiong Feng, Mingdong Li, Shanhe Lou, Hao Zheng, Yicong Gao, Jianrong Tan

J. Comput. Inf. Sci. Eng. June 2021, 21(3): 031002.

Paper No: JCISE-20-1178

DOI: https://doi.org/10.1115/1.4049895

Published Online: February 11, 2021

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Topics: Design, Electroencephalography, Performance evaluation, Physiology, Machine learning, Human factors, Elevators, Signals, Product design

Journal Articles

Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features

Junchuan Shi, Tianyu Yu, Kai Goebel, Dazhong Wu

J. Comput. Inf. Sci. Eng. April 2021, 21(2): 021004.

Paper No: JCISE-20-1129

DOI: https://doi.org/10.1115/1.4048215

Published Online: October 13, 2020

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Topics: Algorithms, Bearings, Errors, Service life (Equipment), Feature selection, Vibration, Signals, Failure

Journal Articles

An Extended Bayesian Optimization Approach to Decentralized Swarm Robotic Search

Payam Ghassemi, Souma Chowdhury

J. Comput. Inf. Sci. Eng. October 2020, 20(5): 051003.

Paper No: JCISE-19-1275

DOI: https://doi.org/10.1115/1.4046587

Published Online: April 21, 2020

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Topics: Algorithms, Optimization, Robots, Signals, Swarm robotics

Journal Articles

Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network

Yonghe Su, Fei Tao, Jian Jin, Tian Wang, Qingguo Wang, Lei Wang

J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021007.

Paper No: JCISE-19-1118

DOI: https://doi.org/10.1115/1.4045445

Published Online: January 3, 2020

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Topics: Artificial neural networks, Bearings, Failure, Signals, Vibration, Simulation, Machine learning

Journal Articles

A Wearable Device to Detect in Real-Time Bimanual Gestures of Basketball Players During Training Sessions

Marco Mangiarotti, Francesco Ferrise, Serena Graziosi, Francesco Tamburrino, Monica Bordegoni

J. Comput. Inf. Sci. Eng. March 2019, 19(1): 011004.

Paper No: JCISE-18-1041

DOI: https://doi.org/10.1115/1.4041704

Published Online: November 19, 2018

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Topics: Algorithms, Chain, Design, Machine learning, Matlab, Sensors, Accelerometers, Buses, Railroad passenger cars, Signals

Journal Articles

Analysis of Autonomic Indexes on Drivers' Workload to Assess the Effect of Visual ADAS on User Experience and Driving Performance in Different Driving Conditions

Dedy Ariansyah, Giandomenico Caruso, Daniele Ruscio, Monica Bordegoni

J. Comput. Inf. Sci. Eng. September 2018, 18(3): 031007.

Paper No: JCISE-17-1243

DOI: https://doi.org/10.1115/1.4039313

Published Online: June 12, 2018

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Topics: Design, Physiology, Roads, Safety, Steering wheels, Traffic, Vehicles, Fatigue, Nervous system, Mechanical admittance

Journal citation

NARROW

Supplemental Material

Internal Leakage Detection in Hydraulic Pump Using Model-Agnostic Feature Ranking and Ensemble Classifiers

Machine Health Management System Using Moving Average Feature With Bidirectional Long-Short Term Memory

Study of Electroencephalograph-Based Evaluation Method of Car Sound Quality

Poincaré Plot Features and Statistical Features From Current and Vibration Signals for Fault Severity Classification of Helical Gear Tooth Breaks

Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography

Signal Estimation for Vehicle Body Accelerations Using Piecewise Linear System Identification in the Frequency Domain

A Review of Virtual Assistants’ Characteristics: Recommendations for Designing an Optimal Human–Machine Cooperation

A Convolutional Neural Network-Based Recognition Method of Gear Performance Degradation Mode

Bayesian Optimization LSTM/bi-LSTM Network With Self-Optimized Structure and Hyperparameters for Remaining Useful Life Estimation of Lathe Spindle Unit

A Data-Driven Fault Diagnosis Method Using Modified Health Index and Deep Neural Networks of a Rolling Bearing

SSVEP-Based Brain-Computer Interface for Part-Picking Robotic Co-Worker

Finite-State Automata-Based Representation of Device States for Function Modeling of Multimodal Devices

Monitoring the Degradation in the Switching Behavior of a Hydraulic Valve Using Recurrence Quantification Analysis and Fractal Dimensions

A Formal Representation of Conjugate Verbs for Function Modeling

A Digital Twin-Driven Method for Product Performance Evaluation Based on Intelligent Psycho-Physiological Analysis

Remaining Useful Life Prediction of Bearings Using Ensemble Learning: The Impact of Diversity in Base Learners and Features

An Extended Bayesian Optimization Approach to Decentralized Swarm Robotic Search

Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network

A Wearable Device to Detect in Real-Time Bimanual Gestures of Basketball Players During Training Sessions

Analysis of Autonomic Indexes on Drivers' Workload to Assess the Effect of Visual ADAS on User Experience and Driving Performance in Different Driving Conditions

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