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Journal of Computing and Information Science and Engineering, Volume 20
Volume 20, Number 1, February 2020
- Mingtao Wu, Young B. Moon
:
Alert Correlation for Detecting Cyber-Manufacturing Attacks and Intrusions. - Yue Yang, Long Liu, Miaocheng Li, Guang Yang, Bing Yi:
Sparse Scaling Iterative Closest Point for Rail Profile Inspection. - L. Siddharth
Toward Automatically Assessing the Novelty of Engineering Design Solutions. - Bengisen Pekmen Geridönmez
A New Regression-Based Approach to Estimate the Shape Parameter of MQ-RBFs in a Free Convection Problem. - Ronak R. Mohanty, Ricardo M. Castillo, Eric D. Ragan, Vinayak R. Krishnamurthy
Investigating Force-Feedback in Mid-Air Sketching of Multi-Planar Three-Dimensional Curve-Soups. - James Yang
Prediction of Initial and Final Postures for Motion Planning in Human Manual Manipulation Tasks Based on Cognitive Decision Making. - Ramin Sabbagh
A Framework Based on K-Means Clustering and Topic Modeling for Analyzing Unstructured Manufacturing Capability Data. - Mohammad Amin Nabian, Hadi Meidani:
Physics-Driven Regularization of Deep Neural Networks for Enhanced Engineering Design and Analysis. - Lucas Puentes, Jonathan Cagan
Heuristic-Guided Solution Search Through a Two-Tiered Design Grammar. - Zhenguo Nie
Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks. - Thomas D. Hedberg, Manas Bajaj, Jaime A. Camelio:
Using Graphs to Link Data Across the Product Lifecycle for Enabling Smart Manufacturing Digital Threads.
Volume 20, Number 2, April 2020
- Shuo Wang, Tonghai Wu
Ferrograph Analysis With Improved Particle Segmentation and Classification Methods. - Guolong Li, Hao Ke, Chuanzhen Li, Biao Li:
Thermal Error Modeling of Feed Axis in Machine Tools Using Particle Swarm Optimization-Based Generalized Regression Neural Network. - Tianyuan Liu
A Coarse-Grained Regularization Method of Convolutional Kernel for Molten Pool Defect Identification. - Changxuan Zhao, Mahmoud Dinar
Automated Classification of Manufacturing Process Capability Utilizing Part Shape, Material, and Quality Attributes. - Haodong Chen
An Integrated Target Acquisition Approach and Graphical User Interface Tool for Parallel Manipulator Assembly. - Yanli Shao, Huawei Zhu, Rui Wang, Ying Liu, Yusheng Liu:
A Simulation Data-Driven Design Approach for Rapid Product Optimization. - V. Akhil, G. Raghav, N. Arunachalam, D. S. Srinivas:
Image Data-Based Surface Texture Characterization and Prediction Using Machine Learning Approaches for Additive Manufacturing. - Special Issue: Machine Learning Applications in Manufacturing.
- Ali Al-Dulaimi, Soheil Zabihi, Amir Asif
NBLSTM: Noisy and Hybrid Convolutional Neural Network and BLSTM-Based Deep Architecture for Remaining Useful Life Estimation. - Ziyang Zhang, Laxmi Poudel, Zhenghui Sha, Wenchao Zhou, Dazhong Wu:
Data-Driven Predictive Modeling of Tensile Behavior of Parts Fabricated by Cooperative 3D Printing. - Ming-Chuan Chiu, Chien-De Tsai, Tung-Lung Li:
An Integrative Machine Learning Method to Improve Fault Detection and Productivity Performance in a Cyber-Physical System. - Xin Xu, Qianhui Wu, Xiu Li, Biqing Huang:
Dilated Convolution Neural Network for Remaining Useful Life Prediction. - Yonghe Su, Fei Tao
Failure Prognosis of Complex Equipment With Multistream Deep Recurrent Neural Network.
Volume 20, Number 3, June 2020
- Bin Ren
A Gait Trajectory Control Scheme Through Successive Approximation Based on Radial Basis Function Neural Networks for the Lower Limb Exoskeleton Robot. - Bin Ren
Trajectory-Tracking-Based Adaptive Neural Network Sliding Mode Controller for Robot Manipulators. - Qingyun Yu, Haolin Yang, Kuo-Yi Lin, Li Li:
A Predictive Dispatching Rule Assisted by Multi-Layer Perceptron for Scheduling Wafer Fabrication Lines. - Anthony Surleraux, Romain Lepert, Jean-Philippe Pernot, Pierre Kerfriden, Samuel Bigot
Machine Learning-Based Reverse Modeling Approach for Rapid Tool Shape Optimization in Die-Sinking Micro Electro Discharge Machining. - Jundi Liu
A Predictive Analytics Tool to Provide Visibility Into Completion of Work Orders in Supply Chain Systems. - Jan-Peter Seevers, Kristina Jurczyk, Henning Meschede, Jens Hesselbach, John W. Sutherland
Automatic Detection of Manufacturing Equipment Cycles Using Time Series. - Qiyu Liu
Data-Driven Concept Network for Inspiring Designers' Idea Generation. - Xinfeng Ye, Yuqian Lu
Automatic Extraction of Engineering Rules From Unstructured Text: A Natural Language Processing Approach. - David Bricher, Andreas Müller:
A Supervised Machine Learning Approach for Intelligent Process Automation in Container Logistics. - Anh Tran, Tim Wildey
sMF-BO-2CoGP: A Sequential Multi-Fidelity Constrained Bayesian Optimization Framework for Design Applications. - Bin He
Boundary Encryption-Based Monte Carlo Learning Method for Workspace Modeling.
Volume 20, Number 4, August 2020
- Ashok V. Kumar:
Survey of Immersed Boundary Approaches for Finite Element Analysis. - Laxmi Poudel, Chandler Blair, Jace McPherson, Zhenghui Sha, Wenchao Zhou:
A Heuristic Scaling Strategy for Multi-Robot Cooperative Three-Dimensional Printing. - Angel-Iván García-Moreno
Dynamic Multi-Sensor Platform for Efficient Three-Dimensional-Digitalization of Cities. - Xiaoyang Mao
Semantic and Qualitative Physics-Based Reasoning on Plain-English Flow Terms for Generating Function Model Alternatives. - Mikhail Krasnyanskiy, Denis Dedov, Artem Obukhov
Visualization Technology and Tool Selection Methods for Solving Adaptive Training Complex Structural-Parametric Synthesis Problems. - Xiao-Jin Wan, Junqiang Yang, Yan Zhang:
Dynamic Performance Optimization of a Novel 8-SPU Parallel Walking Mechanism. - Donghua Zhao
Research on Curved Layer Fused Deposition Modeling With a Variable Extruded Filament. - Shashank Menon, Ashok V. Kumar:
Isoparametric B-Spline Elements for Immersed Boundary Explicit Dynamic Simulation. - Soji Yamakawa, Kenji Shimada:
Improved Feasible-Set Method for Removing Mesh Inversion. - Yamin Li, Kai Tang
A Voxel Model-Based Process-Planning Method for Five-Axis Machining of Complicated Parts. - Mikkel Bayard Rasmussen, Kelvin Østergaard Pagels, Devarajan Ramanujan
Supporting Household Waste Sorting Practices by Addressing Information Gaps. - Xuhui Xia, Shuping Wang, Zelin Zhang, Lei Wang, Yuan Gong:
Life Balance-Considered Matching Optimization Method for Remanufactured Parts. - Luis Javier Segura, Guanglei Zhao, Chi Zhou, Hongyue Sun:
Nearest Neighbor Gaussian Process Emulation for Multi-Dimensional Array Responses in Freeze Nano 3D Printing of Energy Devices. - Haopeng Zhang:
Transient Performance of the Particle Swarm Optimization Algorithm From System Dynamics Point of View. - Fei Shen, Reza Langari, Ruqiang Yan
Exploring Sample/Feature Hybrid Transfer for Gear Fault Diagnosis Under Varying Working Conditions. - Bin He
Product Sustainable Design: A Review From the Environmental, Economic, and Social Aspects.
Volume 20, Number 5, October 2020
- Christian E. López, James Cunningham, Omar M. Ashour
Deep Reinforcement Learning for Procedural Content Generation of 3D Virtual Environments. - Zhuo Yang, Yan Lu, Ho Yeung, Sundar Krishnamurty:
From Scan Strategy to Melt Pool Prediction: A Neighboring-Effect Modeling Method. - Dehao Liu, Yan Wang
Multiphysics Simulation of Nucleation and Grain Growth in Selective Laser Melting of Alloys. - Payam Ghassemi, Souma Chowdhury:
An Extended Bayesian Optimization Approach to Decentralized Swarm Robotic Search. - Adam Dachowicz, Mikhail J. Atallah, Jitesh H. Panchal:
Extraction and Analysis of Spatial Correlation Micrograph Features for Traceability in Manufacturing. - Douglas L. Van Bossuyt
A Functional Failure Analysis Method of Identifying and Mitigating Spurious System Emissions From a System of Interest in a System of Systems. - Ezra Ameperosa, Pranav A. Bhounsule:
Domain Randomization Using Deep Neural Networks for Estimating Positions of Bolts. - John G. Michopoulos, Athanasios Iliopoulos, Nicole A. Apetre, John C. Steuben, Andrew J. Birnbaum:
Evolution of Sliding Contact Wear Between Deformable Conducting Bodies via a Multiphysics Framework. - Benjamin Urick, Richard H. Crawford, Thomas J. R. Hughes
Reconstruction of Trimmed NURBS Surfaces for Gap-Free Intersections. - Lukman Irshad, H. Onan Demirel, Irem Y. Tumer:
Automated Generation of Fault Scenarios to Assess Potential Human Errors and Functional Failures in Early Design Stages. - Andrea Vitali, Federico Maffioletti, Daniele Regazzoni, Caterina Rizzi:
Quantitative Assessment of Shoulder Rehabilitation Using Digital Motion Acquisition and Convolutional Neural Network. - Special Issue: Highlights of 2019 CIE Conference.
- Anh Tran, Tim Wildey, Scott McCann:
Erratum: "sMF-BO-2CoGP: A Sequential Multi-Fidelity Constrained Bayesian Optimization Framework for Design Applications" [ASME J. Comput. Inf. Sci. Eng., 20(3), p. 0031007; DOI: 10.1115/1.4046691].
Volume 20, Number 6, December 2020
- Vikas Dwivedi, Balaji Srinivasan
Solution of Biharmonic Equation in Complicated Geometries With Physics Informed Extreme Learning Machine. - Jeffrey Glabe, J. Michael McCarthy
Numerical Continuation on a Graphical Processing Unit for Kinematic Synthesis. - Rui Wang, Zhihao Zheng, Shuming Gao:
Stream Surface-Supported Fundamental Sheets Insertion Toward High-Quality Hex Meshing. - Abolfazl Rezaei Aderiani
An Improved Phenotype-Genotype Mapping for Solving Selective Assembly Problem Using Evolutionary Optimization Algorithms. - Laxmi Poudel, Wenchao Zhou, Zhenghui Sha:
A Generative Approach for Scheduling Multi-Robot Cooperative Three-Dimensional Printing. - Christopher Uchytil, Duane W. Storti:
A Coarea Formulation for Grid-Based Evaluation of Volume Integrals. - Charlie Destefano, David Jensen
Fault Adaptive Mission Planning: Increasing Useful-Life and Reducing Downtime Through Condition-Based Decision-Making. - Subodh C. Subedi, Chaman Singh Verma, Krishnan Suresh:
A Review of Methods for the Geometric Post-Processing of Topology Optimized Models. - Ziyang Zhang, Junchuan Shi
Predicting Flexural Strength of Additively Manufactured Continuous Carbon Fiber-Reinforced Polymer Composites Using Machine Learning. - Spencer Bunnell, Steven E. Gorrell, John L. Salmon, Christopher Thelin, Christopher Ruoti:
Structural Design Space Exploration Using Principal Component Analysis. - Shashank Sharma, Anurag Purwar
Using a Point-Line-Plane Representation for Unified Simulation of Planar and Spherical Mechanisms. - Xuhui Xia, Wei Liu, Zelin Zhang, Lei Wang:
Partial Disassembly Line Balancing Problem Analysis Based on Sequence-Dependent Stochastic Mixed-Flow. - John O'Donnell, Hwan-Sik Yoon:
Determination of Time-to-Failure for Automotive System Components Using Machine Learning. - Melynda Hoover
Measuring the Performance Impact of Using the Microsoft HoloLens 1 to Provide Guided Assembly Work Instructions. - Arinan Dourado, Felipe Antonio Chegury Viana
Physics-Informed Neural Networks for Missing Physics Estimation in Cumulative Damage Models: A Case Study in Corrosion Fatigue. - Philip Kurrek, Firas Zoghlami
Q-Model: An Artificial Intelligence Based Methodology for the Development of Autonomous Robots.
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