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2020 – today
- 2024
[j18]Sijia Li
, Wei Pan, Paul Siu Fai Yip, Jing Wang, Wenwei Zhou, Tingshao Zhu:
Uncovering the heterogeneous effects of depression on suicide risk conditioned by linguistic features: A double machine learning approach. Comput. Hum. Behav. 152: 108080 (2024)- [c79]Yanzhu Chen, Ang Li, Tingshao Zhu, Xiangyang Zhang:
Development and Validation of Machine Learning Models for Predicting Big Five Personality Traits in Drug Addicts Based on Facial Movement Analysis. CAIBDA 2024: 544-551 - 2023
- [c78]Tianfei Ling, Deyuan Chen, Tingshao Zhu, Baobin Li:
Fusing Local-Global Facial Features by NFFT for Automatic Depression Estimation. BIBM 2023: 1300-1305 - [c77]Yongyan Zhang, Tingshao Zhu:
An analysis and assessment model for children's mental health based on home intelligent voice devices: a feasibility research. KES 2023: 1322-1330 - [e1]Guoying Zhao, Björn W. Schuller, Ehsan Adeli, Tingshao Zhu, Haoyu Chen:
Proceedings of IJCAI-2023 Workshop&Challenge on Micro-gesture Analysis for Hidden Emotion Understanding (MiGA 2023) co-located with 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macau, China, August 21-22, 2023. CEUR Workshop Proceedings 3522, CEUR-WS.org 2023 [contents] - 2021
- [c76]Huanyi Xiao, Fugui Xing, Miaorong Fan, Hua Li, Tingshao Zhu:
Predicting Personalities of Ancient Chinese Emperors Based on Relational Knowledge Transfer Model. HCC 2021: 73-81 - [c75]Haiyan Zhou, Tingshao Zhu, Nan Zhao:
Quantitative Relationship Between Achievement Motivation and Game Behavior Based on Structural Equation Model. HCC 2021: 146-152 - [c74]Huan Xiong, Gengxuan Wu, Shujie Xue, Hua Li, Tingshao Zhu:
Dictionary-Based Classical Chinese Word Segmentation and Its Application on Imperial Edicts of Jin Dynasties. HCC 2021: 153-160 - 2020
- [c73]Xiaopeng Ren, Nuo Han, Tingshao Zhu:
Covid-19 increased collectivistic expression on Sina Weibo. BESC 2020: 1-4 - [c72]Shuting Li, Miaorong Fan, Fugui Xing, Tingshao Zhu:
Psychological Semantic Differences of Zhang Juzheng Before and After DuoQing Event. HCC 2020: 161-172 - [c71]Rui Ma, Fugui Xing, Miaorong Fan, Tingshao Zhu:
The Psychological Characteristics Changes Analysis of Su Shi Before and After the Wutai Poetry Case - - Based on the CC-LIWC. HCC 2020: 382-388 - [c70]Shuangyu Liu, Tingshao Zhu:
Exploring Psycholinguistic Differences Between Song and Ming Emperors Bases on Literary Edicts. HCC 2020: 459-468 - [c69]Yuan Jia, Yuzhu Liang, Tingshao Zhu:
An Analysis of Acoustic Features in Reading Speech from Chinese Patients with Depression. O-COCOSDA 2020: 128-133 - [i17]Jia Xue, Junxiang Chen, Chen Chen, ChengDa Zheng, Tingshao Zhu:
Machine learning on Big Data from Twitter to understand public reactions to COVID-19. CoRR abs/2005.08817 (2020) - [i16]Jia Xue, Junxiang Chen, Ran Hu, Chen Chen, ChengDa Zheng, Tingshao Zhu:
Twitter discussions and concerns about COVID-19 pandemic: Twitter data analysis using a machine learning approach. CoRR abs/2005.12830 (2020)
2010 – 2019
- 2019
- [j17]Mingming Liu, Yufeng Wu, Dongdong Jiao, Michael Shengtao Wu, Tingshao Zhu:
Literary intelligence analysis of novel protagonists' personality traits and development. Digit. Scholarsh. Humanit. 34(1): 221-229 (2019) - [j16]Changye Zhu, Baobin Li, Ang Li, Tingshao Zhu:
Detecting depression from Internet behaviors by time-frequency features. Web Intell. 17(3): 199-208 (2019) - [c68]Miaorong Fan, Fugui Xing, Hua Li, Tingshao Zhu:
Cultural Psychology Analysis on Ancient Chinese Archive. HCC 2019: 105-110 - [c67]Yan Huang, Xiaoqian Liu, Tingshao Zhu:
Suicidal Ideation Detection via Social Media Analytics. HCC 2019: 166-174 - [c66]Chunke Jing, Xiaoqian Liu, Nan Zhao, Tingshao Zhu:
Different Performances of Speech and Natural Gait in Identifying Anxiety and Depression. HCC 2019: 200-210 - [c65]Penghui Xue, Baobin Li, Ning Wang, Tingshao Zhu:
Emotion Recognition from Human Gait Features Based on DCT Transform. HCC 2019: 511-517 - [c64]Yuan Jia, Yuzhu Liang, Tingshao Zhu:
An analysis of voice quality of Chinese patients with depression. O-COCOSDA 2019: 1-6 - [c63]Yuan Jia, Yuzhu Liang, Tingshao Zhu:
A linguistic representation scheme for depression prediction - with a case study. O-COCOSDA 2019: 1-5 - 2018
- [j15]Baobin Li, Changye Zhu, Shun Li, Tingshao Zhu:
Identifying Emotions from Non-Contact Gaits Information Based on Microsoft Kinects. IEEE Trans. Affect. Comput. 9(4): 585-591 (2018) - [c62]Jiumo Sun, Peiqi Wu, Yali Shen, Zhixin Yang, Hualiang Li, Yuzhong Liu, Tingshao Zhu, Li Li, Kai Zhang, Min Chen:
Relationship between personality and gait: predicting personality with gait features. BIBM 2018: 1227-1231 - [c61]Donghong Han, Fulin Wei, Lin Bai, Xiang Tang, Tingshao Zhu, Guoren Wang:
An Algorithm of Sina Microblog User's Sentimental Influence Analysis Based on CNN+ELM Model. ELM 2018: 86-97 - [c60]Yue Su, Huijia Zheng, Xiaoqian Liu, Tingshao Zhu:
Depressive Emotion Recognition Based on Behavioral Data. HCC 2018: 257-268 - [c59]Yujuan Han, Mingming Liu, Tingshao Zhu:
Linguistic Signatures of Impulsive Buying Consumer Based on Microblog. HCC 2018: 281-292 - [c58]Ming Guo, Tingshao Zhu:
Research on Social Media User Suicide Influencing Factors, Active Recognition and Intervention. HCC 2018: 372-379 - [c57]Yahui Yuan, Baobin Li, Ning Wang, Qing Ye, Yan Liu, Tingshao Zhu:
Depression Identification from Gait Spectrum Features Based on Hilbert-Huang Transform. HCC 2018: 503-515 - 2017
- [j14]Yang Zhou, Lei Zhang, Xiaoqian Liu, Zhen Zhang, Shuotian Bai, Tingshao Zhu:
Predicting the Trends of Social Events on Chinese Social Media. Cyberpsychology Behav. Soc. Netw. 20(9): 533-539 (2017) - [c56]Sha Yuan, Zhe Tao, Tingshao Zhu, Shuotian Bai:
Realtime Online Hot Topics Prediction in Sina Weibo for News Earlier Report. AINA 2017: 599-605 - [c55]Jingying Wang, Xiaoyun Sui, Tingshao Zhu, Jonathan Flint:
Identifying comorbidities from depressed people via voice analysis. BIBM 2017: 986-991 - [c54]Yuanbo Gao, Baobin Li, Ning Wang, Tingshao Zhu:
Speech Emotion Recognition Using Local and Global Features. BI 2017: 3-13 - [c53]Yang Zhou, Chuxue Zhang, Xiaoqian Liu, Jingying Wang, Yuanbo Gao, Shuotian Bai, Tingshao Zhu:
Social Events Forecasting in Microblogging. BI 2017: 235-243 - [c52]Yahui Yuan, Baobin Li, Dongdong Jiao, Tingshao Zhu:
The Personality Analysis of Characters in Vernacular Novels by SC-LIWC. HCC 2017: 400-409 - [c51]Jingying Wang, Xiaoyun Sui, Bin Hu, Jonathan Flint, Shuotian Bai, Yuanbo Gao, Yang Zhou, Tingshao Zhu:
Detecting Postpartum Depression in Depressed People by Speech Features. HCC 2017: 433-442 - [c50]Yuanbo Gao, Baobin Li, Xuefei Wang, Jingying Wang, Yang Zhou, Shuotian Bai, Tingshao Zhu:
Detecting suicide ideation from Sina microblog. SMC 2017: 182-187 - [i15]Xiaowei Zhang, Chi Xu, Yu Zhang, Tingshao Zhu, Li Cheng:
Multivariate Regression with Grossly Corrupted Observations: A Robust Approach and its Applications. CoRR abs/1701.02892 (2017) - 2016
- [j13]Xingyun Liu, Tingshao Zhu:
Comparing Online Personality of Americans and Chinese. Int. J. Cyber Behav. Psychol. Learn. 6(1): 88-98 (2016) - [j12]Xiaoqian Liu, Tingshao Zhu:
Deep learning for constructing microblog behavior representation to identify social media user's personality. PeerJ Comput. Sci. 2: e81 (2016) - [c49]Liqing Cui, Shun Li, Tingshao Zhu:
Emotion Detection from Natural Walking. HCC 2016: 23-33 - [c48]Yang Zhou, Tingting Lu, Tingshao Zhu, Zhenxiang Chen:
Environmental Incidents Detection from Chinese Microblog Based on Sentiment Analysis. HCC 2016: 849-854 - [c47]Wenwen Li, Yang Zhou, Tingting Lu, Tingshao Zhu:
Predicting Mass Incidents from Weibo. HCC 2016: 895-900 - [c46]Changye Zhu, Baobin Li, Ang Li, Tingshao Zhu:
Predicting Depression from Internet Behaviors by Time-Frequency Features. WI 2016: 383-390 - [c45]Zhan Zhang, Liqing Cui, Xiaoqian Liu, Tingshao Zhu:
Emotion Detection Using Kinect 3D Facial Points. WI 2016: 407-410 - [i14]Xiaoqian Liu, Tingshao Zhu:
Deep learning for constructing microblog behavior representation to identify social media user's personality. PeerJ Prepr. 4: e1906 (2016) - 2015
- [j11]Zengda Guan, Ang Li, Tingshao Zhu:
Local regression transfer learning with applications to users' psychological characteristics prediction. Brain Informatics 2(3): 145-153 (2015) - [j10]Lin Qiu, Jiahui Lu, Shanshan Yang, Weina Qu, Tingshao Zhu:
What does your selfie say about you? Comput. Hum. Behav. 52: 443-449 (2015) - [j9]Dong Nie, Zheng Yan, Nan Zhao, Tingshao Zhu:
A Pilot Study of Comparing Social Network Behaviors between Onlies and Others. Int. J. Cyber Behav. Psychol. Learn. 5(3): 56-66 (2015) - [j8]Tai Wang, Zongkui Zhou, Tingshao Zhu, Yang Wei:
Mood disorder patients' language features on their microblogs. Int. J. Embed. Syst. 7(1): 34-42 (2015) - [c44]Xiaowei Zhang, Li Cheng, Tingshao Zhu:
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction. ACML 2015: 112-126 - [c43]Xiaolei Huang, Xin Li, Tianli Liu, David Chiu, Tingshao Zhu, Lei Zhang:
Topic Model for Identifying Suicidal Ideation in Chinese Microblog. PACLIC 2015 - [c42]Quan Hu, Ang Li, Fei Heng, Jianpeng Li, Tingshao Zhu:
Predicting Depression of Social Media User on Different Observation Windows. WI-IAT (1) 2015: 361-364 - [i13]Jingying Wang, Tianli Liu, Tingshao Zhu, Lei Zhang, Bibo Hao, Zhenxiang Chen:
Classify Sina Weibo users into High or Low happiness Groups Using Linguistic and Behavior Features. CoRR abs/1507.01796 (2015) - [i12]Liqing Cui, Shun Li, Wan Zhang, Zhan Zhang, Tingshao Zhu:
Identifying Emotion from Natural Walking. CoRR abs/1508.00413 (2015) - [i11]Shun Li, Changye Zhu, Liqing Cui, Nan Zhao, Baobin Li, Tingshao Zhu:
Recognition of Emotions using Kinects. CoRR abs/1508.00761 (2015) - [i10]Zhen Li, Jianjun Xu, Tingshao Zhu:
Prediction of Brain States of Concentration and Relaxation in Real Time with Portable Electroencephalographs. CoRR abs/1509.07642 (2015) - [i9]Zhen Li, Jianjun Xu, Tingshao Zhu:
Recognition of Brain Waves of Left and Right Hand Movement Imagery with Portable Electroencephalographs. CoRR abs/1509.08257 (2015) - [i8]Aiqi Zhang, Ang Li, Tingshao Zhu:
Recognizing Temporal Linguistic Expression Pattern of Individual with Suicide Risk on Social Media. CoRR abs/1511.09173 (2015) - 2014
- [j7]Xinguo Xu, Wei Kang, Zhiqi Fang, Baohui Sun, Yan Wang, Tingshao Zhu:
Global and initiative safety mechanism in industrial control system. Int. J. Comput. Sci. Eng. 9(1/2): 139-146 (2014) - [j6]Shuotian Bai, Sha Yuan, Bibo Hao, Tingshao Zhu:
Predicting personality traits of microblog users. Web Intell. Agent Syst. 12(3): 249-265 (2014) - [c41]Zengda Guan, Dong Nie, Bibo Hao, Shuotian Bai, Tingshao Zhu:
Local Regression Transfer Learning for Users' Personality Prediction. AMT 2014: 23-34 - [c40]Bibo Hao, Lin Li, Rui Gao, Ang Li, Tingshao Zhu:
Sensing Subjective Well-Being from Social Media. AMT 2014: 324-335 - [c39]Yusong Gao, He Li, Tingshao Zhu:
Predicting Subjective Well-Being by Smartphone Usage Behaviors. HEALTHINF 2014: 317-322 - [c38]Xiaoqian Liu, Dong Nie, Shuotian Bai, Bibo Hao, Tingshao Zhu:
Personality Prediction for Microblog Users with Active Learning Method. HCC 2014: 41-54 - [c37]Lei Zhang, Xiaolei Huang, Tianli Liu, Ang Li, Zhenxiang Chen, Tingshao Zhu:
Using Linguistic Features to Estimate Suicide Probability of Chinese Microblog Users. HCC 2014: 549-559 - [c36]Baobin Li, Tingshao Zhu:
Visualization Analysis for Big Data in Computational CyberPsychology. HCC 2014: 701-707 - [c35]Xiaolei Huang, Lei Zhang, David Chiu, Tianli Liu, Xin Li, Tingshao Zhu:
Detecting Suicidal Ideation in Chinese Microblogs with Psychological Lexicons. UIC/ATC/ScalCom 2014: 844-849 - [c34]Dong Nie, Zengda Guan, Bibo Hao, Shuotian Bai, Tingshao Zhu:
Predicting Personality on Social Media with Semi-supervised Learning. WI-IAT (1) 2014: 158-165 - [i7]Dong Nie, Bibo Hao, Zheng Yan, Tingshao Zhu:
Cyber Behavior of Microblog Users: Onlies Versus Others. CoRR abs/1402.4621 (2014) - [i6]Bibo Hao, Lin Li, Rui Gao, Ang Li, Tingshao Zhu:
Sensing Subjective Well-being from Social Media. CoRR abs/1403.3807 (2014) - [i5]Li Guan, Bibo Hao, Tingshao Zhu:
How did the Suicide Act and Speak Differently Online? Behavioral and Linguistic Features of China's Suicide Microblog Users. CoRR abs/1407.0466 (2014) - [i4]Shuotian Bai, Rui Gao, Bibo Hao, Sha Yuan, Tingshao Zhu:
Identifying Social Satisfaction from Social Media. CoRR abs/1407.3552 (2014) - [i3]Xiaolei Huang, Lei Zhang, Tianli Liu, David Chiu, Tingshao Zhu, Xin Li:
Detecting Suicidal Ideation in Chinese Microblogs with Psychological Lexicons. CoRR abs/1411.0778 (2014) - [i2]Lei Zhang, Xiaolei Huang, Tianli Liu, Zhenxiang Chen, Tingshao Zhu:
Using Linguistic Features to Estimate Suicide Probability of Chinese Microblog Users. CoRR abs/1411.0861 (2014) - 2013
- [j5]Zhen Zhang, Jianxin Zhang, Tingshao Zhu:
Relationship Between Internet Use and General Belief in a Just World Among Chinese Retirees. Cyberpsychology Behav. Soc. Netw. 16(7): 553-558 (2013) - [j4]Ang Li, He Li, Rui Guo, Tingshao Zhu:
MobileSens: A Ubiquitous Psychological Laboratory based on Mobile Device. Int. J. Cyber Behav. Psychol. Learn. 3(2): 47-55 (2013) - [j3]Ang Li, Zheng Yan, Tingshao Zhu:
Self-Report Versus Web-Log: Which One is Better to Predict Personality of Website Users? Int. J. Cyber Behav. Psychol. Learn. 3(4): 44-54 (2013) - [c33]Ang Li, Fan Zhang, Tingshao Zhu:
Web Use Behaviors for Identifying Mental Health Status. Brain and Health Informatics 2013: 348-358 - [c32]Rui Gao, Bibo Hao, He Li, Yusong Gao, Tingshao Zhu:
Developing Simplified Chinese Psychological Linguistic Analysis Dictionary for Microblog. Brain and Health Informatics 2013: 359-368 - [c31]Bibo Hao, Lin Li, Ang Li, Tingshao Zhu:
Predicting Mental Health Status on Social Media - A Preliminary Study on Microblog. HCI (21) 2013: 101-110 - [c30]Dong Nie, Lingzi Hong, Tingshao Zhu:
Movie Recommendation Using Unrated Data. ICMLA (1) 2013: 344-347 - [c29]Zengda Guan, Shuotian Bai, Tingshao Zhu:
Heterogeneous Domain Adaptation Using Linear Kernel. ICPCA/SWS 2013: 124-133 - [c28]Ang Li, Tingshao Zhu:
To Be Extraverted or Introverted Extravert on Internet Community? - A Moderating Role of Using Real-Life Portrait as Facial Picture. ICPCA/SWS 2013: 356-363 - [c27]Dong Nie, Ang Li, Zengda Guan, Tingshao Zhu:
Your Search Behavior and Your Personality. ICPCA/SWS 2013: 459-470 - [c26]Dong Nie, Lin Li, Tingshao Zhu:
Conscientiousness Measurement from Weibo's Public Information. PSL 2013: 58-67 - [c25]Rui Gao, Bibo Hao, Shuotian Bai, Lin Li, Ang Li, Tingshao Zhu:
Improving user profile with personality traits predicted from social media content. RecSys 2013: 355-358 - [c24]Shuotian Bai, Bibo Hao, Ang Li, Sha Yuan, Rui Gao, Tingshao Zhu:
Predicting Big Five Personality Traits of Microblog Users. Web Intelligence 2013: 501-508 - 2012
- [c23]Shuotian Bai, Rui Gao, Tingshao Zhu:
Determining Personality Traits from Renren Status Usage Behavior. CVM 2012: 226-233 - [c22]Dong Nie, Yue Ning, Tingshao Zhu:
Predicting Mental Health Status in the Context of Web Browsing. Web Intelligence/IAT Workshops 2012: 185-189 - [c21]Shuotian Bai, Yue Ning, Sha Yuan, Tingshao Zhu:
Predicting Reader's Emotion on Chinese Web News Articles. ICPCA/SWS 2012: 16-27 - [c20]Zengda Guan, Tingshao Zhu:
An Overview of Transfer Learning and Computational CyberPsychology. ICPCA/SWS 2012: 209-215 - [i1]Shuotian Bai, Tingshao Zhu, Li Cheng:
Big-Five Personality Prediction Based on User Behaviors at Social Network Sites. CoRR abs/1204.4809 (2012) - 2011
- [c19]Qi Zhang, Zhuo-Hong Zhu, Tingshao Zhu, Jiu-Ling Xin, Shu-Juan Wang, Wei-Chen Zhang, Ang Li, Yi-Lin Li, Shan Tang, Yu-Xi Pei:
Constructing the Internet Behavior Ontology: Projection from Psychological Phenomena with Qualitative and Quantitative Methods. AMT 2011: 123-128 - [c18]Tingshao Zhu, Ang Li, Yue Ning, Zengda Guan:
Predicting Mental Health Status Based on Web Usage Behavior. AMT 2011: 186-194 - 2010
- [j2]Tingshao Zhu, Bin Hu, Jingzhi Yan, Xiaowei Li:
Semi-Supervised Learning for Personalized Web Recommender System. Comput. Informatics 29(4): 617-627 (2010) - [c17]Tingshao Zhu:
Clustering Web Users Based on Browsing Behavior. AMT 2010: 530-537 - [c16]Xiaoqian Liu, Weiqiang Wang, Tingshao Zhu:
Extracting Captions in Complex Background from Videos. ICPR 2010: 3232-3235
2000 – 2009
- 2009
- [c15]Tingshao Zhu, Russell Greiner, Bin Hu:
LILAC - Learn from Internet: Log, Annotation, and Content. AAAI Spring Symposium: Experimental Design for Real-World Systems 2009: 57- - [c14]Su Chen, Tiejian Luo, Tingshao Zhu:
A Second-Order Markov Random Walk Approach for Collaborative Filtering. CSE (4) 2009: 298-303 - [c13]Fang Zheng, Bin Hu, Li Liu, Tingshao Zhu, Yongchang Li, Yanbing Qi:
Fuzzy Logic in Exploring Data Effects: A Way to Unveil Uncertainty in EEG Feedback. HCI (11) 2009: 754-763 - [c12]Xiaowei Li, Bin Hu, Tingshao Zhu, Jingzhi Yan, Fang Zheng:
Towards affective learning with an EEG feedback approach. MTDL@MM 2009: 33-38 - 2006
- [c11]Jiayuan Huang, Tingshao Zhu, Dale Schuurmans:
Web Communities Identification from Random Walks. PKDD 2006: 187-198 - [c10]Jiayuan Huang, Tingshao Zhu, Russell Greiner, Dengyong Zhou, Dale Schuurmans:
Information Marginalization on Subgraphs. PKDD 2006: 199-210 - 2005
- [c9]Tingshao Zhu, Russell Greiner, Gerald Häubl, Kevin Jewell, Robert Price:
Goal-Directed Site-Independent Recommendations from Passive Observations. AAAI 2005: 549-557 - [c8]Tingshao Zhu, Russell Greiner, Gerald Häubl, Kevin Jewell, Robert Price:
Using Learned Browsing Behavior Models to Recommend Relevant Web Pages. IJCAI 2005: 1589-1590 - [c7]Tingshao Zhu, Russell Greiner, Gerald Häubl, Kevin Jewell, Robert Price:
Off-line Evaluation of Recommendation Functions. User Modeling 2005: 337-341 - 2003
- [c6]Tingshao Zhu, Russell Greiner, Gerald Häubl, Robert Price:
Predicting Web Information Content. ITWP 2003: 241-254 - [c5]Tingshao Zhu, Russell Greiner, Gerald Häubl:
Learning a Model of a Web User's Interests. User Modeling 2003: 65-75 - [c4]Tingshao Zhu, Russell Greiner, Gerald Häubl:
An Effective Complete-Web Recommender System. WWW (Alternate Paper Tracks) 2003 - 2002
- [j1]Yiqiang Chen, Wen Gao, Tingshao Zhu, Charles X. Ling:
Learning Prosodic Patterns for Mandarin Speech Synthesis. J. Intell. Inf. Syst. 19(1): 95-109 (2002) - 2000
- [c3]Yiqiang Chen, Wen Gao, Tingshao Zhu, Jiyong Ma:
Multi-strategy data mining on Mandarin prosodic patterns. INTERSPEECH 2000: 59-62 - [c2]Yiqiang Chen, Wen Gao, Tingshao Zhu:
Linguistic Features Selection in Fundament Frequency Patterns. ISCSLP 2000 - [c1]Yiqiang Chen, Wen Gao, Tingshao Zhu:
Learning Prosodic Patterns for Mandarin Speech Synthesis. MDM/KDD 2000: 25-30
Coauthor Index