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Journal Articles

Multi-Task Learning for Intention and Trajectory Prediction in Human-Robot Collaborative Disassembly Tasks

Xinyao Zhang, Sibo Tian, Xiao Liang, Minghui Zheng, Sara Behdad

Publisher: ASME

J. Comput. Inf. Sci. Eng.

Paper No: JCISE-24-1293

https://doi.org/10.1115/1.4067157

Published Online: November 14, 2024

View Article titled, Multi-Task Learning for Intention and Trajectory Prediction in Human-Robot Collaborative Disassembly Tasks

Topics: Robots, Trajectories (Physics), Support vector machines, Artificial intelligence, Engineering systems and industry applications, Feature extraction, Human-robot collaboration, Machine learning, Manufacturing, Robot motion

Journal Articles

Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder

Jatin Prakash, Ankur Miglani, P. K. Kankar

Publisher: ASME

J. Comput. Inf. Sci. Eng. August 2024, 24(8): 084504.

Paper No: JCISE-23-1555

https://doi.org/10.1115/1.4065526

Published Online: June 7, 2024

View Article titled, Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder

Topics: Cylinders, Hydraulic cylinders, Leakage, Pressure, Support vector machines, Signals

Journal Articles

Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds

Bingkun Yuan, Junnan Ye, Xinying Wu, Chaoxiang Yang

Publisher: ASME

J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051014.

Paper No: JCISE-22-1383

https://doi.org/10.1115/1.4062350

Published Online: May 9, 2023

View Article titled, Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds

Topics: Biomedicine, Design, Support vector machines, Set theory, Surface roughness

Journal Articles

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

Nagendra Singh Ranawat, Jatin Prakash, Ankur Miglani, Pavan Kumar Kankar

Publisher: ASME

J. Comput. Inf. Sci. Eng. October 2023, 23(5): 051015.

Paper No: JCISE-22-1372

https://doi.org/10.1115/1.4062425

Published Online: May 9, 2023

View Article titled, Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

Topics: Artificial neural networks, Centrifugal pumps, Pressure, Pumps, Signals, Suction, Support vector machines, Feature extraction, Algorithms, Machine learning

Journal Articles

Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis

Vedant Sharma, Deepak Sharma, Ashish Anand

Publisher: ASME

J. Comput. Inf. Sci. Eng. August 2023, 23(4): 041006.

Paper No: JCISE-22-1193

https://doi.org/10.1115/1.4056433

Published Online: January 9, 2023

View Article titled, Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis

Topics: Artificial neural networks, Engines, Sensors, Service life (Equipment), Support vector machines

Journal Articles

A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency

Bharath Pidaparthi, Samy Missoum

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2023, 23(1): 011008.

Paper No: JCISE-22-1131

https://doi.org/10.1115/1.4055508

Published Online: September 27, 2022

View Article titled, A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency

Topics: Failure, Heat exchangers, Probability, Reliability, Support vector machines, Shells, Algorithms

Journal Articles

Machine Learning Based Developing Flow Control Technique Over Circular Cylinders

Ece Ayli, Eyup Kocak, Hasmet Turkoglu

Publisher: ASME

J. Comput. Inf. Sci. Eng. April 2023, 23(2): 021015.

Paper No: JCISE-22-1024

https://doi.org/10.1115/1.4054689

Published Online: July 21, 2022

View Article titled, Machine Learning Based Developing Flow Control Technique Over Circular Cylinders

Topics: Artificial neural networks, Cylinders, Drag (Fluid dynamics), Flow (Dynamics), Flow control, Machine learning, Suction, Support vector machines, Wakes, Reynolds number

Journal Articles

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

Hemanth Manjunatha, Sri Sadhan Jujjavarapu, Ehsan T. Esfahani

Publisher: ASME

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

Paper No: JCISE-21-1313

https://doi.org/10.1115/1.4054594

Published Online: June 7, 2022

View Article titled, Transfer Learning of Motor Difficulty Classification in Physical Human–Robot Interaction Using Electromyography

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

Journal Articles

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

Yao Li, Thenkurussi Kesavadas

Publisher: ASME

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

Paper No: JCISE-21-1037

https://doi.org/10.1115/1.4051596

Published Online: July 21, 2021

View Article titled, SSVEP-Based Brain-Computer Interface for Part-Picking Robotic Co-Worker

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

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

Publisher: ASME

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

Paper No: JCISE-20-1236

https://doi.org/10.1115/1.4050821

Published Online: May 21, 2021

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

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

Journal Articles

Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction

Ali Tosyali, Rui Song, Weihong (Grace) Guo, Amir Abolhassani, Rajeev Kalamdani

Publisher: ASME

J. Comput. Inf. Sci. Eng. February 2021, 21(1): 011003.

Paper No: JCISE-19-1244

https://doi.org/10.1115/1.4047559

Published Online: July 23, 2020

View Article titled, Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction

Topics: Algorithms, Feature extraction, Flaw detection, Machine learning, Support vector machines, Texture (Materials), Time series, Manufacturing, Automobiles, Image processing

Journal Articles

An Integrated Target Acquisition Approach and Graphical User Interface Tool for Parallel Manipulator Assembly

Haodong Chen, Zhiqiang Teng, Zheng Guo, Ping Zhao

Publisher: ASME

J. Comput. Inf. Sci. Eng. April 2020, 20(2): 021006.

Paper No: JCISE-19-1184

https://doi.org/10.1115/1.4045411

Published Online: January 3, 2020

View Article titled, An Integrated Target Acquisition Approach and Graphical User Interface Tool for Parallel Manipulator Assembly

Topics: Algorithms, Collisions (Physics), Graphical user interfaces, Machine components, Machinery, Manipulators, Manufacturing, Robots, Shapes, Support vector machines

Journal Articles

Advanced Multi-Objective Robust Optimization Under Interval Uncertainty Using Kriging Model and Support Vector Machine

Tingli Xie, Ping Jiang, Qi Zhou, Leshi Shu, Yahui Zhang, Xiangzheng Meng, Hua Wei

Publisher: ASME

J. Comput. Inf. Sci. Eng. December 2018, 18(4): 041012.

Paper No: JCISE-18-1035

https://doi.org/10.1115/1.4040710

Published Online: August 6, 2018

View Article titled, Advanced Multi-Objective Robust Optimization Under Interval Uncertainty Using Kriging Model and Support Vector Machine

Topics: Design, Optimization, Support vector machines, Uncertainty

Journal Articles

Application of Feature-Learning Methods Toward Product Usage Context Identification and Comfort Prediction

Dipanjan Ghosh, Andrew Olewnik, Kemper Lewis

Publisher: ASME

J. Comput. Inf. Sci. Eng. March 2018, 18(1): 011004.

Paper No: JCISE-16-2118

https://doi.org/10.1115/1.4037435

Published Online: November 28, 2017

View Article titled, Application of Feature-Learning Methods Toward Product Usage Context Identification and Comfort Prediction

Topics: Algorithms, Artificial neural networks, Design, Machine learning, Sensors, Support vector machines, Product design, Feature extraction, Signals, Accelerometers

Journal Articles

Facial Expression Analysis for Content-Based Video Retrieval

P. Geetha, Vasumathi Narayanan

Publisher: ASME

J. Comput. Inf. Sci. Eng. December 2014, 14(4): 041001.

Paper No: JCISE-11-1351

https://doi.org/10.1115/1.4027885

Published Online: September 1, 2014

View Article titled, Facial Expression Analysis for Content-Based Video Retrieval

Topics: Databases, Pattern recognition, Algorithms, Support vector machines, Computers, Displacement

Journal Articles

Prognostics of Machine Condition Using Energy Based Monitoring Index and Computational Intelligence

B. Samanta, C. Nataraj

Publisher: ASME

J. Comput. Inf. Sci. Eng. December 2009, 9(4): 044502.

https://doi.org/10.1115/1.3249574

Published Online: November 2, 2009

View Article titled, Prognostics of Machine Condition Using Energy Based Monitoring Index and Computational Intelligence

Topics: Machinery, Mechanical drives, Signals, Support vector machines, Time series, Vibration, Artificial neural networks, Gears

Journal citation

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Multi-Task Learning for Intention and Trajectory Prediction in Human-Robot Collaborative Disassembly Tasks

Semi-Supervised Approach Using Transductive Support Vector Machine for Internal Leakage Detection in Two-Stage Hydraulic Cylinder

Applying Latent Dirichlet Allocation and Support Vector Regression to the Aesthetic Design of Medical Nursing Beds

Fuzzy Recurrence Plots for Shallow Learning-Based Blockage Detection in a Centrifugal Pump Using Pre-Trained Image Recognition Models

Hybrid Multi-Scale Convolutional Long Short-Term Memory Network for Remaining Useful Life Prediction and Offset Analysis

A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency

Machine Learning Based Developing Flow Control Technique Over Circular Cylinders

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

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

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

Data-Driven Gantry Health Monitoring and Process Status Identification Based on Texture Extraction

An Integrated Target Acquisition Approach and Graphical User Interface Tool for Parallel Manipulator Assembly

Advanced Multi-Objective Robust Optimization Under Interval Uncertainty Using Kriging Model and Support Vector Machine

Application of Feature-Learning Methods Toward Product Usage Context Identification and Comfort Prediction

Facial Expression Analysis for Content-Based Video Retrieval

Prognostics of Machine Condition Using Energy Based Monitoring Index and Computational Intelligence

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