Vol. 4 No. 05 (2024): JTPES-2023-4-5

Articles

• Cueing Flight Object Trajectory and Safety Prediction Based on SLAM Technology

  Chao Fan(1), Weike Ding(2), Kun Qian(3), Hao Tan(4), Zihan Li(5)

  (1)Information Science, Trine University, Phoenix, AZ, USA

  (2)Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Champaign, Illinois, USA

  (3)Business Intelligence, Engineering School of Information and Digital Technologies, Villejuif, France

  (4)Computer Science and Technology, China University of Geosciences, Bejing, China

  (5)Computer Science, Northeastern University, San Jose, CA, USA

  1-8

  • PDF

  DOI:10.53469/jtpes.2024.04(05).01

  Abstract View:563

  PDF downloads:490

• AI Face Recognition and Processing Technology Based on GPU Computing

  Huixiang Li(1), Ang Li(2), Yuning Liu(3), Yiyu Lin(4), Yadong Shi(5)

  (1)Information Studies, Trine University, AZ, USA

  (2)Business Analytics, University College Dublin, Dublin, lreland

  (3)Business Analytics, Seattle University, Washington,USA

  (4)Computer Science and Engineering, Santa Clara University, CA

  (5)Computer Science, Fudan University, ShangHai, China

  9-16

  • PDF

  DOI:10.53469/jtpes.2024.04(05).02

  Abstract View:1,247

  PDF downloads:1,020

• Multiplex Network Representation Learning Based on Graph Neural Network

  Lianwei Li(1), Peiyuan Yang(2), Han Lei(3), Baoming Wang(4), Zhou Chen(5)

  (1)Computer Science, The University of Texas at Arlington, Arlington, USA

  (2)Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA

  (3)Computer Science Engineering, Santa Clara University, Santa Clara, USA

  (4)Electrical and Computer Engineering,University of Illinois at Urbana-Champaign,Urbana, IL, USA

  (5)Software Engineering, Zhejiang University, Hangzhou, China

  17-24

  • PDF

  DOI:10.53469/jtpes.2024.04(05).03

  Abstract View:398

  PDF downloads:435

• Basic Work Analysis Of Mechanical And Electrical Manufacturing, Installation And Construction Technology

  Lin Jiang(1), Jiajun Wang(2)

  (1)Hangzhou Steam Turbine New Energy Co., Ltd, Hangzhou, Zhejiang 310012, China

  (2)Hangzhou Steam Turbine Co., Ltd, Hangzhou, Zhejiang 310012, China

  25-29

  • PDF

  DOI:10.53469/jtpes.2024.04(05).04

  Abstract View:192

  PDF downloads:258

• Optimization Strategies for Self-Supervised Learning in the Use of Unlabeled Data

  Haopeng Zhao(1), Yan Lou(1), Qiming Xu(1), Zheng Feng(1), Ying Wu(1), Tao Huang(1), LiangHao Tan(1), Zichao Li(1)

  (1)New York University USA, Illinois Institute of Technology USA, Northeastern University USA, Northeastern University USA, University Maine Presque Isle USA, Massachusetts Institute of Technology USA, Independent Researcher USA, Canoakbit Alliance Inc. Canada

  30-39

  • PDF

  DOI:10.53469/jtpes.2024.04(05).05

  Abstract View:802

  PDF downloads:914

• Dose My Opinion Count? A CNN-LSTM Approach for Sentiment Analysis of Indian General Elections

  Ning Zhang(1), Jize Xiong(2), Zhiming Zhao(3), Mingyang Feng(2), Xiaosong Wang(4), Yuxin Qiao(2), Chufeng Jiang(5)

  (1)Computer Science, University of Birmingham, Dubai, United Arab Emirates

  (2)Computer Information Technology, Northern Arizona University, Flagstaff, USA

  (3)Computer Science, East China University of Science and Technology, Shanghai, China

  (4)Computer Network Technology, Xuzhou University of Technology, Xuzhou, China

  (5)Computer Science, The University of Texas at Austin, Fremont, USA

  40-50

  • PDF

  DOI:10.53469/jtpes.2024.04(05).06

  Abstract View:790

  PDF downloads:767

• Improving CTR Prediction in Advertising with XGBoost

  Yingyi Wu(1)

  (1)Information Technology, Rensselaer Polytechnic Institute, Seattle, WA, USA

  51-55

  • PDF

  DOI:10.53469/jtpes.2024.04(05).07

  Abstract View:755

  PDF downloads:594

• High-Precision Neuronal Segmentation: An Ensemble of YOLOX, Mask R-CNN, and UPerNet

  Zhengning Li(1), Yibo Yin(2), Zibu Wei(3), Yang Luo(4), Guokun Xu(5), Ying Xie(6)

  (1)Computer Science, Georgetown University, Washington, D.C. USA

  (2)Computer Science, Contemporary Amperex Technology USA Inc, Auburn Hills, USA

  (3)Computer Science, University of California, Los Angeles, Los Angeles, USA

  (4)Computer Science, China CITIC Bank Software Development Center, Beijing, China

  (5)Computer Science, Beijing Foreign Studies University, Beijing, China

  (6)Computer Science, San Francisco Bay University, Fremont, USA

  56-63

  • PDF

  DOI:10.53469/jtpes.2024.04(05).08

  Abstract View:308

  PDF downloads:290

• Application of Cloud-Driven Intelligent Medical Imaging Analysis in Disease Detection

  Zhou Chen(1), Yan Lou(2), Baoming Wang(3), Han Lei(4), Peiyuan Yang(5)

  (1)Software Engineering, ZhejiangUniversity, Hangzhou, China

  (2)Software Engineering, Illinois Institute of Technology Chicago, IL, USA

  (3)Electrical and Computer Engineering, University of Illinois at Urbana-Champaign,Urbana, IL, USA

  (4)Computer Science Engineering, Santa Clara University, Santa Clara, USA

  (5)Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, IL, USA

  64-71

  • PDF

  DOI:10.53469/jtpes.2024.04(05).09

  Abstract View:735

  PDF downloads:991

• Utilizing Data Science and AI for Customer Churn Prediction in Marketing

  Ang Li(1), Tianyi Yang(2), Xiaoan Zhan(3), Yadong Shi(4), Huixiang Li(5)

  (1)Business Analytics, University College Dublin, Dublin, Ireland

  (2)Financial Risk Management,University of Connecticut,stamford CT, USA

  (3)Electrical Engineering, New York University, NY, USA

  (4)Computer Science, Fudan University, ShangHai, China

  (5)Information Studies, Trine University, AZ, USA

  72-79

  • PDF

  DOI:10.53469/jtpes.2024.04(05).10

  Abstract View:1,478

  PDF downloads:1,058

• Optimization Strategies for Deep Learning Models in Natural Language Processing

  Jerry Yao(1), Bin Yuan(1)

  (1)Trine University, AZ, USA

  80-87

  • PDF

  DOI:10.53469/jtpes.2024.04(05).11

  Abstract View:636

  PDF downloads:790

• Research on the Application and Optimization Strategies of Deep Learning in Large Language Models

  Jerry Yao(1), Bin Yuan(1)

  (1)Trine University, AZ, USA

  88-94

  • PDF

  DOI:10.53469/jtpes.2024.04(05).12

  Abstract View:372

  PDF downloads:501