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Creation of an evolutionary advanced intelligent robot

Research Project

Project/Area Number 15H01712
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Kansei informatics
Research InstitutionThe University of Tokushima

Principal Investigator

REN Fuji  徳島大学, 大学院社会産業理工学研究部(理工学域), 教授 (20264947)

Co-Investigator(Kenkyū-buntansha) 呉 景龍  岡山大学, ヘルスシステム統合科学研究科, 教授 (30294648)
松本 和幸  徳島大学, 大学院社会産業理工学研究部(理工学域), 助教 (90509754)
青江 順一  徳島大学, ソシオテクノサイエンス研究部, 教授 (90108853)
Project Period (FY) 2015-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥43,420,000 (Direct Cost: ¥33,400,000、Indirect Cost: ¥10,020,000)
Fiscal Year 2018: ¥5,590,000 (Direct Cost: ¥4,300,000、Indirect Cost: ¥1,290,000)
Fiscal Year 2017: ¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2016: ¥18,330,000 (Direct Cost: ¥14,100,000、Indirect Cost: ¥4,230,000)
Fiscal Year 2015: ¥14,040,000 (Direct Cost: ¥10,800,000、Indirect Cost: ¥3,240,000)
Keywords知能ロボティックス / マルチモーダルインターフェース / 感情ロボット / 心的状態遷移ネットワーク / 感情コーパス / 顔表情認識 / 看護ロボット / アドバンスド知能 / 感性情報学 / 知能ロボディックス / 人工知能 / 情報システム / 機械学習 / 自然言語理解 / 感情認識 / 心状態遷移ネットワーク / ロボットの脳と心
Outline of Final Research Achievements

There has been very few researches of developing the parts of brain and mind for a robot to behave like a human being. In this research, we extend the "Advanced Intelligence" and the development of "Mental State Transition Network" so far, in order to create a robot with an evolutionary brain and mind through deep learning.
To construct an evolutionary robot, the robot itself must have a learning function. In this study, we first create the mind of robot based on Mental State Transition Network. Next, based on the developed big data, we create the brain of robot through advanced intelligence. Advanced intelligence is a new concept proposed by the research leader, to put it simply, a new paradigm that considers artificial intelligence, natural intelligence, as well as emotions.

Academic Significance and Societal Importance of the Research Achievements

本研究の学術的な意義は、脳を多層思考モデル化、心を基本6感情状態化にし、それらを多種類ビッグデータから統計的にモデル化することで感情創生を可能とする「心的状態遷移ネットワーク」モデルと「データ・情報・知識・知能の転換」をアドバンスド知能モデルの研究を用いることである。
本研究の成果であるロボットの脳と心の創造は、コミュニケーション型ロボットから広くマンマシンインターフェイスへの利用まで幅広い分野での新産業を創出でき、真の意味でのバリアフリーなユビキタスコンピューティング社会を創造できる大きな契機となると同時にサービス分野で役に立つロボットの開発を方向づける上で重要な示唆を与えることになる。

Report

(5 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • Research Products

    (88 results)

All 2018 2017 2016 2015

All Journal Article (27 results) (of which Int'l Joint Research: 15 results,  Peer Reviewed: 27 results,  Acknowledgement Compliant: 14 results) Presentation (61 results) (of which Int'l Joint Research: 55 results,  Invited: 5 results)

  • [Journal Article] Sentiment analysis method based on an improved modifying-matrix language model2018

    • Author(s)
      Han Zhao、Ren Fuji、Miao Duoqian
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 13 Issue: 10 Pages: 1446-1453

    • DOI

      10.1002/tee.22711

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Background Knowledge Based Multi-Stream Neural Network for Text Classification2018

    • Author(s)
      Ren Fuji、Deng Jiawen
    • Journal Title

      Applied Sciences

      Volume: 8 Issue: 12 Pages: 2472-2472

    • DOI

      10.3390/app8122472

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Sentiment analysis of text based?on?three-way decisions2018

    • Author(s)
      Ren Fuji、Wang Lei
    • Journal Title

      Journal of Intelligent & Fuzzy Systems

      Volume: 33 Issue: 1 Pages: 245-254

    • DOI

      10.3233/jifs-161522

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Emotion computing using Word Mover’s Distance features based on Ren_CECps2018

    • Author(s)
      Ren Fuji、Liu Ning
    • Journal Title

      PLOS ONE

      Volume: 13 Issue: 4 Pages: 1-17

    • DOI

      10.1371/journal.pone.0194136

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 演劇台本における登場人物間の親密度推定手法2018

    • Author(s)
      松本 和幸, 秋田 恭佑, 任 福継, 吉田 稔, 北 研二
    • Journal Title

      日本知能情報ファジィ学会誌

      Volume: 30 Pages: 591-604

    • NAID

      130007397217

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A new factored POMDP model framework for affective tutoring systems2018

    • Author(s)
      Wang Yu、Ren Fuji、Quan Changqin
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 13 Issue: 11 Pages: 1603-1611

    • DOI

      10.1002/tee.22725

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Progressively Improving Supervised Emotion Classification Through Active Learning2018

    • Author(s)
      Kang Xin、Wu Yunong、Ren Fuji
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 11248 Pages: 49-57

    • DOI

      10.1007/978-3-030-03014-8_4

    • ISBN
      9783030030131, 9783030030148
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Detecting Users' Anomalous Emotion Using Social Media for Business Intelligence2018

    • Author(s)
      Xiao Sun, Chen Zhang, Guoqiang Li, Daniel Sun, Fuji Ren, Albert Zomaya and Rajiv Ranjan
    • Journal Title

      Journal of Computational Science

      Volume: 25 Pages: 193-200

    • DOI

      10.1016/j.jocs.2017.05.029

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Trends Detection of Flu based on Essemble Models with Emotional Factors from Social Networks2017

    • Author(s)
      Xiao Sun, Fuji Ren and Jiaqi Ye
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering (TEEE)

      Volume: 12 Issue: 3 Pages: 388-396

    • DOI

      10.1002/tee.22389

    • Related Report
      2017 Annual Research Report 2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Ego-state Estimation from Short Texts Based on Sentence Distributed Representation2017

    • Author(s)
      Kazuyuki Matsumoto, Satoshi Tanaka, Minoru Yoshida, Kenji Kita and Fuji Ren
    • Journal Title

      International Journal of Advanced Intelligence

      Volume: 9 Pages: 145-161

    • NAID

      120006650107

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Voice conversion based on RBF neural network2017

    • Author(s)
      Xun Feng, Hongjun Ni and Fuji Ren
    • Journal Title

      International Journal of Advanced Intelligence

      Volume: 9 Pages: 163-173

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Text Classification Based on Word Co-occurrence with Background knowledge2017

    • Author(s)
      Jiawen Deng, Mingyu Huang and Fuji Ren
    • Journal Title

      International Journal of Advanced Intelligence

      Volume: 9 Pages: 29-42

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Disambiguating Users' Temporal Intent in Search Queries with Deep Neural Networks2017

    • Author(s)
      XIN KANG, Fuji Ren and Yunong Wu
    • Journal Title

      International Journal of Advanced Intelligence

      Volume: 9 Pages: 11-28

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Facial expression recognition method based on multi-regional D-S evidences theory fusion2017

    • Author(s)
      Zhong Huang, Fuji Ren
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 12 Issue: 2 Pages: 251-261

    • DOI

      10.1002/tee.22372

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Refinement by Filtering Translation Candidates and Similarity Based Approach to Expand Emotion Tagged Corpus2017

    • Author(s)
      Kazuyuki Matsumoto, Fuji Ren, Minoru Yoshida and Kenji Kita
    • Journal Title

      Communications in Computer and Information Science

      Volume: 631 Pages: 260-280

    • DOI

      10.1007/978-3-319-52758-1_15

    • ISBN
      9783319527574, 9783319527581
    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Automatic facial expression learning method based on humanoid robot XIN-REN2016

    • Author(s)
      Fuji Ren, Zhong Huang
    • Journal Title

      IEEE Transactions on Human-Machine Systems

      Volume: 46 Issue: 6 Pages: 810-821

    • DOI

      10.1109/thms.2016.2599495

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Variable Differently Implicational Inference for R- and S-Implications2016

    • Author(s)
      Yiming Tang, Fuji ren
    • Journal Title

      International Journal of Information technology & Decision Making

      Volume: 15 Issue: 05 Pages: 1235-1264

    • DOI

      10.1142/s0219622016500334

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Semisupervised Learning of Author-Specific Emotions in Micro-Blogs2016

    • Author(s)
      Xin Kang, Fuji Ren, Yunong Wu
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 11 Issue: 6 Pages: 768-775

    • DOI

      10.1002/tee.22302

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Hybrid Chinese Text Classification Approach Using General Knowledge from Baidu Baike2016

    • Author(s)
      Fuji Ren and Chao Li
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering

      Volume: 11 Issue: 4 Pages: 488-498

    • DOI

      10.1002/tee.22266

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Detecting Influenza States based on Hybrid Model with Personal Emotional Factors from Social Networks2016

    • Author(s)
      Xiao Sun, Jiaqi Yi and Fuji Ren
    • Journal Title

      Neurocomputing

      Volume: 210 Pages: 257-268

    • DOI

      10.1016/j.neucom.2016.01.107

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Sentiment Analysis for Chinese Microblog based on Deep Neural Networks with Convolutional Extension Features2016

    • Author(s)
      Xiao Sun, Chengcheng LI and Fuji Ren
    • Journal Title

      Neurocomputing

      Volume: 210 Pages: 227-236

    • DOI

      10.1016/j.neucom.2016.02.077

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A novel factored POMDP model for affective dialogue management2016

    • Author(s)
      Fuji Ren, Yu Wang, Changqin Quan,
    • Journal Title

      Journal of Intelligent and Fuzzy Systems

      Volume: 31 Issue: 1 Pages: 127-136

    • DOI

      10.3233/ifs-162126

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Slang Analysis Based on Variant Information Extraction Focusing on the Time Series Topics2016

    • Author(s)
      Kazuyuki Matsumoto, Minoru Yoshida, Seiji Tsuchiya, Kenji Kita and Fuji Ren
    • Journal Title

      International Journal of Advanced Intelligence

      Volume: 8 Pages: 84-98

    • NAID

      120006765074

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Multi-Label Emotion Recognition of Weblog Sentence Based on Bayesian Networks2016

    • Author(s)
      Lei Wang, Fuji Ren, Duoqian Miao
    • Journal Title

      IEEJ Transactions on Electrical and Electronic Engineering (TEEE)

      Volume: 11 Issue: 2 Pages: 178-184

    • DOI

      10.1002/tee.22204

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Role-explicit query extraction and utilization for quantifying user intents2015

    • Author(s)
      Fuji Ren, Haitao Yu
    • Journal Title

      Information Sciences

      Volume: 329 Pages: 568-580

    • DOI

      10.1016/j.ins.2015.09.052

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] AAH: Accurate Activity Recognition of Human Beings Using WiFi Signals2015

    • Author(s)
      Yu Gu, Lianghu Quan, Fuji Ren
    • Journal Title

      Concurrency and Computation: Practice and Experience

      Volume: - Issue: 14 Pages: 1-17

    • DOI

      10.1002/cpe.3741

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Examining Accumulated Emotional Traits in Suicide Blogs with an Emotion Topic Model2015

    • Author(s)
      Fuji Ren, Xin Kang, Changqin Quan
    • Journal Title

      IEEE Journal of Biomedical and Health Informatics

      Volume: - Issue: 5 Pages: 1-12

    • DOI

      10.1109/jbhi.2015.2459683

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Dialogue Act Recognition for Open-Domain Based on Word-level Sequence Annotation with CRF2018

    • Author(s)
      Siyuan Xue and Fuji Ren
    • Organizer
      IEEE International Conference on Software Engineering and Service Science
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Text Classification with Keywords and Co-occurring Words in Two-stream Neural Network2018

    • Author(s)
      Jiawen Deng, Fuji Ren
    • Organizer
      2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improving LEO Robot ConversationalAbility via Deep Learning Algorithms for 416 Children with Autism2018

    • Author(s)
      She Tianhao, XIN KANG, Shun Nishide and Fuji Ren
    • Organizer
      2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Realization and Improvement of Object Recognition System on Raspberry Pi 3B+2018

    • Author(s)
      ZiyunJiao Jiao, Yi Yang, Hairong Zhu and Fuji Ren
    • Organizer
      Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Emotion recognition for Twitter language based on lingual and expressional information2018

    • Author(s)
      Setsu Yoshie, XIN KANG, Shun Nishide and Fuji Ren
    • Organizer
      Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ADAPTIVE CONVERSATION SYSTEM BASED ON SCRIPT2018

    • Author(s)
      Mengjia He and Fuji Ren
    • Organizer
      Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dynamic Facial Expression Recognition based on Two-Stream-CNN with LBP-TOP2018

    • Author(s)
      Duo Feng and Fuji Ren
    • Organizer
      Proceedings of 2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Employing Inception-Resnet-v2 and Bi-LSTM for Medical Domain Visual Question Answering2018

    • Author(s)
      Zhou Yangyang, XIN KANG and Fuji Ren
    • Organizer
      CEUR Workshop Proceedings (CEUR-WS.org)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] TUA1 at eRisk 20182018

    • Author(s)
      Liu Ning, Zhou Zheng, XIN KANG and Fuji Ren
    • Organizer
      CEUR Workshop Proceedings (CEUR-WS.org)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Searching Audio-Visual Clips for Dual-mode Chinese Emotional Speech Database2018

    • Author(s)
      Xudong Zhang, Guoqing Wu and Fuji Ren
    • Organizer
      First Asian Conference on Affective Computing and Intelligent Interaction
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Intellectual business society and Jobless society: Unclear power of artificial intelligence2017

    • Author(s)
      Fuji Ren
    • Organizer
      2017 GLOBAL UNMANNED SYSTEM CONFERENCE
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] TUA1 at the NTCIR-13 Actionable Knowledge Graph Task: Sampling Related Actions from Online Searching2017

    • Author(s)
      XIN KANG, Yunong Wu and Fuji Ren
    • Organizer
      Proceedings of the 13th NTCIR Conference on Evaluation of Information Access Technologies
    • Related Report
      2017 Annual Research Report
  • [Presentation] Medweb Task: Identify Multi-Symptoms from Tweets Based on Active Learning and Semantic Information2017

    • Author(s)
      Chao Li, XIN KANG and Fuji Ren
    • Organizer
      Proceedings of the 13th NTCIR Conference on Evaluation of Information Access Technologies
    • Related Report
      2017 Annual Research Report
  • [Presentation] TUA1 at the NTCIR-13 OpenLiveQ Task2017

    • Author(s)
      Mengjia He, XIN KANG and Fuji Ren
    • Organizer
      Proceedings of the 13th NTCIR Conference on Evaluation of Information Access Technologies
    • Related Report
      2017 Annual Research Report
  • [Presentation] TUA1 at NTCIR-13 Short Text Conversation 2 Task2017

    • Author(s)
      Yunong Wu, XIN KANG, Kenji Kita and Fuji Ren
    • Organizer
      Proceedings of the 13th NTCIR Conference on Evaluation of Information Access Technologies
    • Related Report
      2017 Annual Research Report
  • [Presentation] RESEARCH ON CONSTRUCTION AND ANALYSIS OF JAPANESE-CHINESE EMOTIONAL EXPRESSION CORPUS2017

    • Author(s)
      Ruixue Xia, Fuji Ren, XIN KANG and Shun Nishide
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Learning Efficient Drawing Sequence Through Training of Recurrent Neural Network Model2017

    • Author(s)
      Yasuda Tadayoshi, Yamashita Maki, Shun Nishide, XIN KANG and Fuji Ren
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Exploring the Relations Between Posts and Comments for Short Text Conversation2017

    • Author(s)
      Yunong Wu, Kenji Kita, Kazuyuki Matsumoto, XIN KANG and Fuji Ren
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Realization and Improvement of Robot Object Recognition2017

    • Author(s)
      Jie Shen, Ziyun Jiao, Fuji Ren, XIN KANG, Shun Nishide, Suichun Qu and Yi Yang
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Building Emotional Corpus for Microblogging Emoticons2017

    • Author(s)
      Qian Zhang, Fuji Ren, XIN KANG, Shun Nishide, Shibing Zhang and Xiaoge Zhang
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Human Pose Recognition in Robots Based on Angle of Joint Vector2017

    • Author(s)
      Yuming Xu, Fuji Ren, XIN KANG, Shun Nishide and Ping Jiang
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Recognizing facial emotions in the video2017

    • Author(s)
      Qianlu Huang, Fuji Ren, XIN KANG, Shun Nishide and Qiang Wang
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Mining Actionable Intents to Facilitate Search Engine Users' Actions2017

    • Author(s)
      XIN KANG, Yunong Wu and Fuji Ren
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Emotion Robot and Advanced Intelligence2017

    • Author(s)
      Fuji Ren
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Your WiFi Knows How You Feel: Leveraging Commodity WiFi Devices for Emotion Sensing2017

    • Author(s)
      Yu Gu, Yantong Wang, Tao Liu and Fuji Ren
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Selected LBP-TOP based Dynamic Facial Expression Recognition on Ren-VFEdb2017

    • Author(s)
      Duo Feng and Fuji Ren
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Facial Expression Recognition with Convolutional Neural Networks Based on Joint Loss2017

    • Author(s)
      Xiaohua Wang, Muzi Peng, Min Hu and Fuji Ren
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An improved algorithm of human-robot interaction oriented text similarity calculation2017

    • Author(s)
      Haowen Wang, Min Hu, Fuji Ren and Xiaohua Wang
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Multi-label Emotion Computing Using Dense Neural Network Based on Distance Feature Represented Ren_CECps2017

    • Author(s)
      Ning Liu and Fuji Ren
    • Organizer
      The 12th International Conference on Natural Language Processing and Knowledge Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Facial Expression Recognition Based on Dynamic Fuzzy Density2017

    • Author(s)
      Yanqiu Li, Fuji Ren and Min Hu
    • Organizer
      The 3rd International Conference on Fuzzy Systems and Data Mining
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Facial Expression Recognition under Partial Occlusion Based on Fusion of Global and Local Features2017

    • Author(s)
      Xiaohua Wang, Chen Xia, Min Hu and Fuji Ren
    • Organizer
      The 9th International Conference on Graphic and Image Processing
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Improved Facial Expression Recognition Method Based on ROI Deep Convolutional Neutral Network2017

    • Author(s)
      Xiao Sun, Man Lv, Changqin Quan and Fuji Ren
    • Organizer
      7th International Conference on Affective Computing and Intelligent Interaction
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Fusion Decision Method Based on the Dynamic Fuzzy Density Assignment2017

    • Author(s)
      Yanqiu Li, Fuji Ren and Min Hu
    • Organizer
      2017 International Conference on Advances in Image Processing
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Silence is Golden: Exploring Ambient Signals for Detecting Motions in a Real-time Manner2017

    • Author(s)
      Yu Gu, Jinhai Zhan, Fuji Ren and Xiaoyan Wang
    • Organizer
      IEEE 86th Vehicular Technology Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Activity Recognition via Channel Response: From Theoretical Analysis to Real-world Experiments2017

    • Author(s)
      Yu Gu, Jianwen Tian, Liwen Zhang, Zhi Liu, Fuji Ren and Xiaoyan Wang
    • Organizer
      IEEE 85th Vehicular Technology Conference: VTC2017-Spring
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Human-Machine Conversation Based on Hybrid Neural Network2017

    • Author(s)
      Xiao Sun, Xiaoqi Peng, Fuji Ren and Yun Xue
    • Organizer
      2017 IEEE International Conference on Computational Science and Engineering (CSE) and Embedded and Ubiquitous Computing (EUC)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Discernibility Matrix and Rules Acquisition Based Chinese Question Answering System2017

    • Author(s)
      Zhao Han, Duoqian Miao, Fuji Ren and Hongyun Zhang
    • Organizer
      International Joint Conference on Rough Sets
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Extraction emotion from spoken language based on the language information2017

    • Author(s)
      Yoshie Setsu, Xin Kang, Shun Nishide, Fuji Ren
    • Organizer
      The 31st Annual Conference of the Japanese Society for Artificial Intelligence
    • Related Report
      2017 Annual Research Report
  • [Presentation] Numerical simulation of VAWT on the effects of rotation cylinder2017

    • Author(s)
      Shuda Xin, Yang Cao and Fuji Ren
    • Organizer
      ACMME 2017 5th Asia Conference on Mechanical and Materials Engineering
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ego-state Estimation from Short Texts Based on Sentence Distributed Representation2016

    • Author(s)
      Kazuyuki Matsumoto, Tanaka Satoshi, Minoru Yoshida, Kenji Kita and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Advanced Intelligence and Multisource Imaging Model2016

    • Author(s)
      Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Disambiguating Users' Temporal Intent in Search Queries with Deep Neural Networks2016

    • Author(s)
      XIN KANG, Yunong Wu and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Classification of Biological Contacts and Crystal Contacts Using Deep Learning Model2016

    • Author(s)
      Chao Li and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Generation of Humanlike Facial Expression for Natural Human-Robot Interaction System2016

    • Author(s)
      Shun Nishide, Hidenobu Shibasaki, XIN KANG and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Towards a Developmental Human-Robot Interaction System Using Robot Facial Expressions From Human Feedback2016

    • Author(s)
      Hiroki Urakami, Shun Nishide and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Text classification based on word co-occurrence with background knowledge2016

    • Author(s)
      Jiawen Deng, Mingyu Huang and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Voice conversion based on RBF neural network2016

    • Author(s)
      Xun Feng, Hongjun Ni and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Integration of Homography Constraints and Feature Correspondences in the Image Sequences for Traffic Sign Localization2016

    • Author(s)
      Zhichao Cui, Yuehu Liu and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Human-robot emotion interaction via human skeleton tracking2016

    • Author(s)
      Shuda Xing, Yang Cao and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Speech emotion recognition based on MFCC and D-MFCC2016

    • Author(s)
      Kai Yang, Quan Shi and Fuji Ren
    • Organizer
      The 11th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      Okinawa Jichikaikan, Naha, Okinawa, Japan
    • Year and Date
      2016-12-14
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] TUTA1 at the NTCIR-12 Temporalia Task2016

    • Author(s)
      Ning Liu, Mengjia He, Chao Li, Xin Kang and Fuji Ren
    • Organizer
      Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies
    • Place of Presentation
      National Center of Sciences, Tokyo, Japan
    • Year and Date
      2016-06-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] Understanding Blog author's emotions with hierarchical Bayesian models2016

    • Author(s)
      XIN KANG and Fuji Ren
    • Organizer
      2016 IEEE 13th International Conference on Networking, Sensing, and Control
    • Place of Presentation
      Hotel Geneve, Mexico City, Mexico
    • Year and Date
      2016-04-28
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Automatic Facial Feature Points Extraction and Expression Recognition Based on Video Database2015

    • Author(s)
      1.Duo Feng, Shun Nishide and Fuji Ren
    • Organizer
      the 4th National Conference on Electrical, Electronics and Computer Engineering
    • Place of Presentation
      Xi'an, China
    • Year and Date
      2015-12-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Hybrid Model Based Influenza Detection with Sentiment Analysis from Social Network2015

    • Author(s)
      Xiao Sun, Jiaqi Ye, Fuji Ren
    • Organizer
      the 4th Natioal Conference on Social Media Processing
    • Place of Presentation
      Guangzhou, China
    • Year and Date
      2015-11-16
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Approach to Refine Translation Candidates for Emotion Estimation in Japanese-English Language2015

    • Author(s)
      Kazuyuki Matsumoto, Minoru Yoshida, Kenji Kita and Fuji Ren
    • Organizer
      the 7th International Conference on Knowledge Discovery
    • Place of Presentation
      Lisbon,Portugal
    • Year and Date
      2015-11-12
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Natural Language Understanding and Affective Computing2015

    • Author(s)
      Fuji Ren
    • Organizer
      the 10th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      札幌市産業振興センター(北海道札幌市)
    • Year and Date
      2015-10-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Dual-modality emotion recognition of facial expressions and gestures2015

    • Author(s)
      Xiaohua Wang, Dengyong Hou, Min Hu and Fuji Ren
    • Organizer
      the 10th International Conference on Natural Language Processing and Knowledge Engineering
    • Place of Presentation
      札幌市産業振興センター(北海道札幌市)
    • Year and Date
      2015-10-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Chinese Microblog Sentiment Classification Based on Convolution Neural Network with Content Extension Method2015

    • Author(s)
      Xiao Sun, Fei Gao, Chengcheng Li and Fuji Ren
    • Organizer
      the 6th International Conference on Affective Computing and Intelligent Interaction (ACII2015)
    • Place of Presentation
      Xi'an, China
    • Year and Date
      2015-09-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Estimate the Intimacy of the Characters Based on Their Emotional States for Application to Non-Task Dialogue2015

    • Author(s)
      Kazuyuki Matsumoto, Akita Kyosuke, Minoru Yoshida, Kenji Kita and Fuji Ren
    • Organizer
      the 6th Affective Computing and Intelligent Interaction (ACII2015)
    • Place of Presentation
      Xi'an, China
    • Year and Date
      2015-09-21
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A SYNTHETIC AND COMPUTIONAL LANGUAGE MODEL FOR INTERACTIVE DIALOGUE SYSTEM2015

    • Author(s)
      Zhao Han, Fuji Ren, Duoqian Miao
    • Organizer
      International Conferences Intelligent Systems and Agents 2015
    • Place of Presentation
      Las Palmas de Gran Canaria, Spain
    • Year and Date
      2015-07-22
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Facial Expression Recognition based on Gabor Wavelet Transform and Histogram of Oriented Gradients2015

    • Author(s)
      Xiaoming Xu, Changqin Quan, Fuji Ren
    • Organizer
      2015 IEEE International Conference on Mechatronics and Automation
    • Place of Presentation
      Beijing, China
    • Year and Date
      2015-06-02
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research

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Published: 2015-04-16   Modified: 2020-03-30  

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