Vol. 4 No. 02 (2024): JTPES-2023-4-2

Articles

• Deep Learning-Based Medical Image Registration Algorithm: Enhancing Accuracy with Dense Connections and Channel Attention Mechanisms

  Yulu Gong(1), Houze Liu(2), Lianwei Li(3), Jingxiao Tian(4), Hanzhe Li(5)

  (1)Computer & Information Technology, Northern Arizona University, Flagstaff, US

  (2)Computer science, New York University, New York, US

  (3)Computer science, University of Texas at Arlington, Arlington, US

  (4)Electrical and Computer Engineering, San Diego State University, San Diego, US

  (5)Computer Engineering, New York University, New York, US

  1-7

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  DOI:10.53469/jtpes.2024.04(02).01

  Abstract View:710

  PDF downloads:482

• Enhancing Disease Prediction with a Hybrid CNN-LSTM Framework in EHRs

  Jingxiao Tian(1), Ao Xiang(2), Yuan Feng(3), Qin Yang(4), Houze Liu(5)

  (1)Electrical and Computer Engineering, San Diego State University, San Diego, US

  (2)Digital Media Technology, University of Electronic Science and Technology of China, Chengdu, China

  (3)Interdisciplinary Data Science, Duke University, Durham, US

  (4)Microelectronics Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China

  (5)Computer science, New York University, New York, US

  8-14

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

  Abstract View:877

  PDF downloads:526

• Advancing Legal Citation Text Classification A Conv1D-Based Approach for Multi-Class Classification

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

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

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

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

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

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

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

  15-22

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  DOI:10.53469/jtpes.2024.04(02).03

  Abstract View:1,456

  PDF downloads:1,092

• Enhancing Credit Card Fraud Detection: A Neural Network and SMOTE Integrated Approach

  Mengran Zhu(1), Ye Zhang(2), Yulu Gong(3), Changxin Xu(4), Yafei Xiang(5)

  (1)Miami University, Computer Engineering, Oxford, OH, USA

  (2)University of Pittsburgh, Independent Researcher, Pittsburgh, USA

  (3)Northern Arizona University, Computer & Information Technology, Flagstaff, AZ, USA

  (4)Northern Arizona University, Independent researcher, Flagstaff, AZ, USA

  (5)Northeastern University, Computer Science, Boston, MA, USA

  23-30

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  DOI:10.53469/jtpes.2024.04(02).04

  Abstract View:748

  PDF downloads:423

• Enhancing Security in DevOps by Integrating Artificial Intelligence and Machine Learning

  Penghao Liang(1), Yichao Wu(2), Zheng Xu(3), Shilong Xiao(4), Jiaqiang Yuan(5)

  (1)Information Systems, Northeastern University, San Jose, CA, USA

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

  (3)Computer Engineering, Stevens Institute of Technology, Hoboken, NJ, USA

  (4)Computer Science, Hebei Normal University, Shijiazhuang City, CN

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

  31-37

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

  Abstract View:1,246

  PDF downloads:1,134

• Enhancing E-commerce Recommendations: Unveiling Insights from Customer Reviews with BERTFusionDNN

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

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

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

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

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

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

  38-44

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  DOI:10.53469/jtpes.2024.04(02).06

  Abstract View:1,143

  PDF downloads:883

• Utilizing AI-Enhanced Multi-Omics Integration for Predictive Modeling of Disease Susceptibility in Functional Phenotypes

  Yanlin Zhou(1), Xinyu Shen(2), Zheng He(3), Huiying Weng(4), Wangmei Chen(5)

  (1)Computer Science Johns Hopkins University, Baltimore, MD 21218

  (2)Biostatistics Columbia University, USA

  (3)Applied Analytics, Columbia University, NY, USA

  (4)Master of Science in Information Studies, Trine University, Phoenix AZ, USA

  (5)Computer Science (software technology), The national university of Malaysia, Malaysia

  45-51

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  DOI:10.53469/jtpes.2024.04(02).07

  Abstract View:1,191

  PDF downloads:887

• Enhancing E-commerce Chatbots with Falcon-7B and 16-bit Full Quantization

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

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

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

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

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

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

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

  52-57

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  DOI:10.53469/jtpes.2024.04(02).08

  Abstract View:736

  PDF downloads:557

• Application of the AlphaFold2 Protein Prediction Algorithm Based on Artificial Intelligence

  Quan Zhang(1), Beichang Liu(1), Guoqing Cai(1), Jili Qian(1), Zhengyu Jin(2)

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

  (2)Informatics, Univeristy of California, Irvine,CA,USA

  58-65

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  DOI:10.53469/jtpes.2024.04(02).09

  Abstract View:1,105

  PDF downloads:841

• Case Study of Next-Generation Artificial Intelligence in Medical Image Diagnosis Based on Cloud Computing

  Jiang Wu(1), Hongbo Wang(2), Chunhe Ni(3), Chenwei Zhang(4), Wenran Lu(5)

  (1)Computer Science,University of Southern California,Los Angeles, CA, USA

  (2)Computer Science, University of Southern California,Los Angeles, CA

  (3)Computer Science,University of Texas at Dallas,Richardson, TX, USA

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

  (5)Electrical Engineering, University of Texas at Austin, Austin, TX,USA

  66-73

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  DOI:10.53469/jtpes.2024.04(02).10

  Abstract View:1,629

  PDF downloads:1,239

• Enhancing Collaborative Machine Learning for Security and Privacy in Federated Learning

  Mingwei Zhu(1), Jiaqiang Yuan(2), Guanghui Wang(3), Zheng Xu(4), Kuo Wei(5)

  (1)Computer Information System, Colorado state university, Fort Collins, CO, USA

  (2)Information Studies,Trine University,Phoenix, AZ,USA

  (3)Computer Science,Individual Contributor,Shanghai,CN

  (4)Computer Engineering,Stevens Institute of Technology,Hoboken, NJ,USA

  (5)Computer Science,Individual Contributor,Shenzhen, China

  74-82

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  DOI:10.53469/jtpes.2024.04(02).11

  Abstract View:727

  PDF downloads:656

• Integrating AI for Enhanced Exploration of Video Recommendation Algorithm via Improved Collaborative Filtering

  Yafei Xiang(1), Shuning Huo(2), Yichao Wu(1), Yulu Gong(3), Mengran Zhu(4)

  (1)Northeastern University, Computer Science, Boston, MA, USA

  (2)Virginia Tech, Statistics, Blacksburg, VA, USA

  (3)Northern Arizona University, Computer & Information Technology, Flagstaff, AZ, USA

  (4)Miami University, Computer Engineering, Oxford, OH, USA

  83-90

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  DOI:10.53469/jtpes.2024.04(02).12

  Abstract View:580

  PDF downloads:669