Digital Library


Search: "[ keyword: Classification ]" (49)

  1. Feature Selection Using Submodular Approach for Financial Big Data
    Girija Attigeri, Manohara Pai M. M, Radhika M. Pai
    Vol. 15, No. 6, pp. 1306-1325, Dec. 2019
    10.3745/JIPS.04.0149

    Keywords: Classification, correlation, Feature Subset Selection, Financial Big Data, Logistic Regression, Submodular Optimization, Support Vector Machine

  2. Learning-Based Multiple Pooling Fusion in Multi-View Convolutional Neural Network for 3D Model Classification and Retrieval
    Hui Zeng, Qi Wang, Chen Li, Wei Song
    Vol. 15, No. 5, pp. 1179-1191, Oct. 2019
    10.3745/JIPS.02.0120

    Keywords: Learning-Based Multiple Pooling Fusion, Multi-View Convolutional Neural Network, 3D Model Classification, 3D Model Retrieval

  3. Time Series Classification of Cryptocurrency Price Trend Based on a Recurrent LSTM Neural Network
    Do-Hyung Kwon, Ju-Bong Kim, Ju-Sung Heo, Chan-Myung Kim, Youn-Hee Han
    Vol. 15, No. 3, pp. 694-706, Jun. 2019
    10.3745/JIPS.03.0120

    Keywords: Classification, Gradient Boosting, Long Short-Term Memory, Time Series Analysis

  4. Sentiment Analysis Main Tasks and Applications: A Survey
    Sara Tedmori, Arafat Awajan
    Vol. 15, No. 3, pp. 500-519, Jun. 2019
    10.3745/JIPS.04.0120

    Keywords: Feature selection, Opinion Mining, Sentiment Analysis, Sentiment Analysis Applications, Sentiment Classification, Sentiment Visualization, Social Media Monitoring

  5. Cross-Validation Probabilistic Neural Network Based Face Identification
    Abdelhadi Lotfi, Abdelkader Benyettou
    Vol. 14, No. 5, pp. 1075-1086, Oct. 2018
    10.3745/JIPS.04.0085

    Keywords: biometrics, Classification, Cross-Validation, Face Identification, Optimization, Probabilistic Neural Networks

  6. A Multi-Level Integrator with Programming Based Boosting for Person Authentication Using Different Biometrics
    Sumana Kundu, Goutam Sarker
    Vol. 14, No. 5, pp. 1114-1135, Oct. 2018
    10.3745/JIPS.02.0094

    Keywords: Accuracy, Back Propagation Learning, Biometrics, HBC, F-score, Malsburg Learning, Mega-Super-Classifier, MOCA, Multiple Classification System, OCA, Person Identification, Precision, Recall, RBFN, SOM, Super- Classifier

  7. A Clustering Approach for Feature Selection in Microarray Data Classification Using Random Forest
    Husna Aydadenta, Adiwijaya
    Vol. 14, No. 5, pp. 1167-1175, Oct. 2018
    10.3745/JIPS.04.0087

    Keywords: Classification, Clustering, Dimensional Reduction, Microarray, Random Forest

  8. A Hybrid Proposed Framework for Object Detection and Classification
    Muhammad Aamir, Yi-Fei Pu, Ziaur Rahman, Waheed Ahmed Abro, Hamad Naeem, Farhan Ullah, Aymen Mudheher Badr
    Vol. 14, No. 5, pp. 1176-1194, Oct. 2018
    10.3745/JIPS.02.0095

    Keywords: Image Proposals, feature extraction, Object Classification, Object Detection, Segmentation

  9. Contribution to Improve Database Classification Algorithms for Multi-Database Mining
    Salim Miloudi, Sid Ahmed Rahal, Salim Khiat
    Vol. 14, No. 3, pp. 709-726, Jun. 2018
    10.3745/JIPS.04.0075

    Keywords: Connected Components, Database Classification, Graph-Based Algorithm, Multi-Database Mining

  10. Impact of Instance Selection on kNN-Based Text Categorization
    Fatiha Barigou
    Vol. 14, No. 2, pp. 418-434, Apr. 2018
    10.3745/JIPS.02.0080

    Keywords: Classification Accuracy, Classification Efficiency, Data Reduction, Instance Selection, k-Nearest Neighbors, text categorization

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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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