Digital Library


Search: "[ keyword: Neural Network ]" (37)

  1. Building Change Detection Using Deep Learning for Remote Sensing Images
    Chang Wang, Shijing Han, Wen Zhang, and Shufeng Miao
    Vol. 18, No. 4, pp. 587-598, Aug. 2022
    10.3745/JIPS.02.0180

    Keywords: Deep neural network (DNN), Difference Image, Frequency-Domain Significance, fuzzy c-means

  2. A Deep Learning Approach for Identifying User Interest from Targeted Advertising
    Wonkyung Kim, Kukheon Lee, Sangjin Lee, Doowon Jeong
    Vol. 18, No. 2, pp. 245-257, Apr. 2022
    10.3745/JIPS.03.0175

    Keywords: Convolutional Neural Network (CNN), Deep Learning, Digital Forensics, User Interest, User Profiling

  3. A Novel Framework Based on CNN-LSTM Neural Network for Prediction of Missing Values in Electricity Consumption Time-Series Datasets
    Syed Nazir Hussain, Azlan Abd Aziz, Md. Jakir Hossen, Nor Azlina Ab Aziz, G. Ramana Murthy, Fajaruddin Bin Mustakim
    Vol. 18, No. 1, pp. 115-129, Feb. 2022
    10.3745/JIPS.04.0235

    Keywords: CNN-LSTM Neural Network, Electricity Consumption Prediction, Large Gaps of Missing Values, Prediction of Missing Values in Time-Series Data, smart home system

  4. User-to-User Matching Services through Prediction of Mutual Satisfaction Based on Deep Neural Network
    Jinah Kim, Nammee Moon
    Vol. 18, No. 1, pp. 75-88, Feb. 2022
    10.3745/JIPS.04.0234

    Keywords: Convolutional Neural Network (CNN), Deep Learning, Deep neural network (DNN), Matching Service, Recommender Service

  5. Cross-Domain Text Sentiment Classification Method Based on the CNN-BiLSTM-TE Model
    Yuyang Zeng, Ruirui Zhang, Liang Yang, Sujuan Song
    Vol. 17, No. 4, pp. 818-833, Aug. 2021
    10.3745/JIPS.04.0221

    Keywords: "Bidirectional Long Short-Term Memory, Convolutional Neural Network, Deep Learning, sentiment analysis, Topic Extraction"

  6. The Method for Generating Recommended Candidates through Prediction of Multi-Criteria Ratings Using CNN-BiLSTM
    Jinah Kim, Junhee Park, Minchan Shin, Jihoon Lee, Nammee Moon
    Vol. 17, No. 4, pp. 707-720, Aug. 2021
    10.3745/JIPS.02.0159

    Keywords: Bidirectional Long Short-Term Memory (BiLSTM), Convolutional Neural Network (CNN), Multi-Criteria Recommendation System, Recommendation System

  7. A Video Expression Recognition Method Based onMulti-mode Convolution Neural Network andMultiplicative Feature Fusion
    Qun Ren
    Vol. 17, No. 3, pp. 556-570, Jun. 2021
    10.3745/JIPS.02.0156

    Keywords: facial expression recognition, Multi-Mode Deep Learning, Multiplicative Fusion, Optical Flow Method, Spatial Convolutional Neural Network, Time Convolutional Neural Network

  8. Vehicle Image Recognition Using Deep Convolution Neural Network and Compressed Dictionary Learning
    Yanyan Zhou
    Vol. 17, No. 2, pp. 411-425, Apr. 2021
    10.3745/JIPS.01.0073

    Keywords: Adaptive Fusion, Compressed Dictionary Learning, Deep Convolutional Neural Network, High-Dimensional Features, Vehicle Type Recognition

  9. A Facial Expression Recognition Method Using Two-Stream Convolutional Networks in Natural Scenes
    Lixin Zhao
    Vol. 17, No. 2, pp. 399-410, Apr. 2021
    10.3745/JIPS.01.0070

    Keywords: Attentional Mechanism, Confrontational Learning, Double Flow Convolutional Neural Network, Image Preprocessing, Natural Scene Expression Recognition

  10. Residual Learning Based CNN for Gesture Recognition in Robot Interaction
    Hua Han
    Vol. 17, No. 2, pp. 385-398, Apr. 2021
    10.3745/JIPS.01.0072

    Keywords: Convolutional Neural Network, Feature Redundancy, Full Connection Layer, Gesture Recognition, Human- Computer Interaction, residual learning

Category Search



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)

Publications


Indexing


All publications of JIPS are indexed in ESCI (a new Web of Science index of Thomson Reuters), SCOPUS, DOI, DBLP, EI COMPENDEX, EBSCO, Google Scholar, and Crossref.

SCOPUS

SCOPUS

dblp

ei_compendex

EBSCO

Google

iThenticate

NRF

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

Society