Digital Library


Search: "[ keyword: Machine Learning ]" (30)

  1. Analyzing Machine Learning Techniques for Fault Prediction Using Web Applications
    Ruchika Malhotra, Anjali Sharma
    Vol. 14, No. 3, pp. 751-770, Jun. 2018
    10.3745/JIPS.04.0077

    Keywords: Empirical Validation, Fault Prediction, Machine Learning, Object-Oriented Metrics, Web Application Quality

  2. A CTR Prediction Approach for Text Advertising Based on the SAE-LR Deep Neural Network
    Zilong Jiang, Shu Gao, Wei Dai
    Vol. 13, No. 5, pp. 1052-1070, Oct. 2017
    10.3745/JIPS.02.0069
    Keywords: deep neural network, Machine Learning, Text Advertising, SAE-LR

  3. Prediction & Assessment of Change Prone Classes Using Statistical & Machine Learning Techniques
    Ruchika Malhotra, Ravi Jangra
    Vol. 13, No. 4, pp. 778-804, Aug. 2017
    10.3745/JIPS.04.0013
    Keywords: Change Proneness, Empirical Validation, Machine Learning Techniques, Software Quality

  4. XSSClassifier: An Efficient XSS Attack Detection Approach Based on Machine Learning Classifier on SNSs
    Shailendra Rathore, Pradip Kumar Sharma, Jong Hyuk Park
    Vol. 13, No. 4, pp. 1014-1028, Aug. 2017
    10.3745/JIPS.03.0079
    Keywords: Cross-Site Scripting Attack Detection, Dataset, JavaScript, Machine Learning Classifier, Social Networking Services

  5. Deep Learning in Genomic and Medical Image Data Analysis: Challenges and Approaches
    Ning Yu, Zeng Yu, Feng Gu, Tianrui Li, Xinmin Tian, Yi Pan
    Vol. 13, No. 2, pp. 204-214, Apr. 2017
    10.3745/JIPS.04.0029
    Keywords: Bioinformatics, Deep Learning, Deep Neural Networks, DNA Genome Analysis, Image Data Analysis, Machine Learning, lincRNA

  6. A Comprehensive Review of Emerging Computational Methods for Gene Identification
    Ning Yu, Zeng Yu, Bing Li, Feng Gu, Yi Pan
    Vol. 12, No. 1, pp. 1-34, Mar. 2016
    10.3745/JIPS.04.0023
    Keywords: Cloud computing, Comparative Methods, Deep Learning, Fourier Transform, Gene Identification, Gene Prediction, Hidden Markov Model, Machine Learning, Protein-Coding Region, Support Vector Machine

  7. Machine Learning Based Keyphrase Extraction: Comparing Decision Trees, Naïve Bayes, and Artificial Neural Networks
    Kamal Sarkar, Mita Nasipuri, Suranjan Ghose
    Vol. 8, No. 4, pp. 693-712, Dec. 2012
    10.3745/JIPS.2012.8.4.693
    Keywords: Keyphrase Extraction, Decision Tree, Naive Bayes, Artificial Neural Networks, Machine Learning, WEKA

  8. Fault Prediction Using Statistical and Machine Learning Methods for Improving Software Quality
    Ruchika Malhotra, Ankita Jain
    Vol. 8, No. 2, pp. 241-262, Jun. 2012
    10.3745/JIPS.2012.8.2.241
    Keywords: Empirical Validation, Object Oriented, Receiver Operating Characteristics, Statistical Methods, Machine Learning, Fault Prediction

  9. A Classifiable Sub-Flow Selection Method for Traffic Classification in Mobile IP Networks
    Akihiro Satoh, Toshiaki Osada, Toru Abe, Gen Kitagata, Norio Shiratori, Tetsuo Kinoshita
    Vol. 6, No. 3, pp. 307-322, Sep. 2010
    10.3745/JIPS.2010.6.3.307
    Keywords: Mobile IP Network, Traffic Classification, Network Management, Traffic Engineering, Machine Learning

  10. Vehicle Classification by Road Lane Detection and Model Fitting Using a Surveillance Camera
    Wook-Sun Shin, Doo-Heon Song, Chang-Hun Lee
    Vol. 2, No. 1, pp. 52-57, Mar. 2006

    Keywords: Vehicle Type classification, Road Lane Detection, Model fitting, Vanishing point, Machine Learning

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JIPS Awards 2023


Most-cited Paper
RAVIP: Real-Time AI Vision Platform for Heterogeneous Multi-Channel Video Stream
Jeonghun Lee and Kwang-il Hwang* (INCHEON NATIONAL UNIVERSITY)

* 2021.1.1~2023.10.31

Most-published Paper (Corresponding Author)
Ruirui Zhang (Sichuan Agricultural University, China)

* 2021.1.1~2023.10.31

Excellent Service Award (Associate Editor Activity)
Yan Li (Inha University, Korea)

JIPS Awards 2022


Most-cited Paper
SkelGAN: A Font Image Skeletonization Method
Debbie Honghee Ko, Ammar Ul Hassan, Saima Majeed, Jaeyoung Choi*(Soongsil University)

* 2021.1.1~2022.10.31

Most-published Paper (Corresponding Author)
Jin Gon Shon (Korea National Open University, Korea)

* 2021.1.1~2022.10.31

Excellent Service Award (Associate Editor Activity)
Yeongwook Yang (Hanshin University, Korea)

JIPS Awards 2021


Most-cited Paper
"Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing"
Hamoud Alshammari, Sameh Abd El-Ghany, and Abdulaziz Shehab* (Jouf University, Saudi Arabia)

* 2020. 10.1 ~ 2021. 12. 31

Publication (Corresponding Author)
Yoojae Won (Chungnam National University, Korea)

* 2020. 12.1 ~ 2021. 12. 31

AE Activity
Jungho Kang (Baewha Women's University, Korea)

JIPS Awards 2020


Most-cited Paper
"Cyber Kill Chain-Based Taxonomy of Advanced Persistent Threat Actors: Analogy of Tactics, Techniques, and Procedures"
Pooneh Nikkhah Bahrami, Ali Dehghantanha, Tooska Dargahi, Reza M. Parizi, Kim-Kwang Raymond Choo*, Hamid H. S. Javadi (University of Texas at San Antonio)

* 2019. 1.1 ~ 2020. 8. 31

Publication (Corresponding Author)
Guoqing Xu (Nanyang Institute of Technology, China)
Liquan zhao (Northeast Electric Power University, China)

* 2019. 1.1 ~ 2020. 10. 31

AE Activity
Ji Su Park (Jeonju University, Korea)

The 2nd Journal of Information Processing Systems Awards (2018)


Most-cited Paper
"Block-VN: A Distributed Blockchain Based Vehicular Network Architecture in Smart City"
Pradip Kumar Sharma, Seo Yeon Moon and Jong Hyuk Park (Seoul National University of Science and Technology, Korea)

Publication (Corresponding Author)
Chengyou Wang (Shangdong University, China)

AE Activity
Yunsick Sung (Dongguk University, Korea)

JIPS Awards 2017


Most-cited Paper
"Mitigating Threats and Security Metrics in Cloud Computing" Jayaprakash Kar and Manoj Ranjan Mishra (King Abdulaziz University, Saudi Arabia)

Publication (Corresponding Author)
Jeong-Joon Kim (Korea Polytechnic University, Korea)

AE Activity
Byoung Wook Kim (Korea University, Korea)

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JIPS is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

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