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2022 Volume 59 Issue 3


Anthology ID:
2022.ipm_journal-ir0anthology0volumeA59A3
Year:
2022
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doi dblp
A Contrastive learning-based Task Adaptation model for few-shot intent recognition
Xin Zhang | Fei Cai | Xuejun Hu | Jianming Zheng | Honghui Chen

doi dblp
Improving neural topic modeling via Sinkhorn divergence
Luyang Liu | Heyan Huang | Yang Gao | Yongfeng Zhang

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Self-supervised learning for medieval handwriting identification: A case study from the Vatican Apostolic Library
Lorenzo Lastilla | Serena Ammirati | Donatella Firmani | Nikos Komodakis | Paolo Merialdo | Simone Scardapane

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Multi-layer data integration technique for combining heterogeneous crime data
Sadaf Ahmed | Monica Gentili | Daniel Sierra-Sosa | Adel Said Elmaghraby

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Sememe knowledge and auxiliary information enhanced approach for sarcasm detection
Zhiyuan Wen | Lin Gui | Qianlong Wang | Mingyue Guo | Xiaoqi Yu | Jiachen Du | Ruifeng Xu

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Cross-modal image-text search via Efficient Discrete Class Alignment Hashing
Song Wang | Huan Zhao | Yunbo Wang | Jing Huang | Keqin Li

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Predictive and adaptive Drift Analysis on Decomposed Healthcare Claims using ART based Topological Clustering
Lavanya Settipalli | G. R. Gangadharan | Ugo Fiore

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Data augmentation of credit default swap transactions based on a sequence GAN
Xi Fan | Xin Guo | Qi Chen | Yishuang Chen | Tongyao Wang | Yuxin Zhang

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Mental disorders on online social media through the lens of language and behaviour: Analysis and visualisation
Esteban A. Ríssola | Mohammad Aliannejadi | Fabio Crestani

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Incorporating rich syntax information in Grammatical Error Correction
Zuchao Li | Kevin Parnow | Hai Zhao

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Why does the president tweet this? Discovering reasons and contexts for politicians' tweets from news articles
Ziyue Li | Hang Hu | He Wang | Luwei Cai | Haipeng Zhang | Kunpeng Zhang

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Dementia analysis from functional connectivity network with graph neural networks
Lujing Wang | Weifeng Yuan | Lu Zeng | Jie Xu | Yujie Mo | Xinxiang Zhao | Liang Peng

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MTGCN: A multi-task approach for node classification and link prediction in graph data
Zongqian Wu | Mengmeng Zhan | Haiqi Zhang | Qimin Luo | Kun Tang

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Discovering the influences of the patent innovations on the stock market
Weidong Liu | Zhiwei Yang | Yan Cao | Jinchen Huo

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Parkinson's disease diagnosis using neural networks: Survey and comprehensive evaluation
Mohammad Tanveer | A. H. Rashid | Rahul Kumar | Balasubramanian Raman

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Understanding the seeking-encountering tension: Roles of foreground and background task urgency
Tingting Jiang | Shiting Fu | Sanda Erdelez | Qian Guo

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Information resources estimation for accurate distribution-based concept drift detection
Chang How Tan | Vincent C. S. Lee | Mahsa Salehi

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Key phrase aware transformer for abstractive summarization
Shuaiqi Liu | Jiannong Cao | Ruosong Yang | Zhiyuan Wen

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SecureCPS: Cognitive inspired framework for detection of cyber attacks in cyber-physical systems
Aaisha Makkar | Jong Hyuk Park

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Robust graph learning with graph convolutional network
Yingying Wan | Changan Yuan | Mengmeng Zhan | Long Chen

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Structure information learning for neutral links in signed network embedding
Shensheng Cai | Wei Shan | Mingli Zhang

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Optimism and pessimism analysis using deep learning on COVID-19 related twitter conversations
Guillermo Blanco | Anália Lourenço

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Learning ordinal constraint binary codes for fast similarity search
Zheng Zhang | Chi-Man Pun

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Comparing PSO-based clustering over contextual vector embeddings to modern topic modeling
Samuel Miles | Lixia Yao | Weilin Meng | Christopher M. Black | Zina Ben Miled

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Predicting travel time within catchment area using Time Travel Voronoi Diagram (TTVD) and crowdsource map features
Kiki Adhinugraha | David Taniar | Thanh G. Phan | Richard Beare

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User-interactive innovation knowledge acquisition model based on social media
Da-Lin Zeng | Jinghua Zhao | Wei Zhang | Yan Zhou

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Measuring coauthors' credit in medicine field - Based on author contribution statement and citation context analysis
Siluo Yang | Aoxia Xiao | Ying Nie | Jiahui Dong

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Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts
Lütfi Kerem Senel | Furkan Sahinuç | Veysel Yücesoy | Hinrich Schütze | Tolga Çukur | Aykut Koç

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Segmentation mask and feature similarity loss guided GAN for object-oriented image-to-image translation
Zhen Qin | Qingya Chen | Yi Ding | Tianming Zhuang | Zhiguang Qin | Kim-Kwang Raymond Choo

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gDART: Improving rumor verification in social media with Discrete Attention Representations
Saswata Roy | Manish Bhanu | Shruti Saxena | Sourav Kumar Dandapat | Joydeep Chandra

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Ensemble transfer learning-based multimodal sentiment analysis using weighted convolutional neural networks
Alireza Ghorbanali | Mohammad Karim Sohrabi | Farzin Yaghmaee

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DNS tunnels detection via DNS-images
Gianni D'Angelo | Arcangelo Castiglione | Francesco Palmieri

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Adaptive dictionary and structure learning for unsupervised feature selection
Yanrong Guo | Huihui Sun | Shijie Hao

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Pregnant women's coping strategies, participation roles and social support in the online community during the COVID-19
Xueqin Lei | Hong Wu | Qing Ye

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ARL: An adaptive reinforcement learning framework for complex question answering over knowledge base
Qixuan Zhang | Xinyi Weng | Guangyou Zhou | Yi Zhang | Jimmy Xiangji Huang

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Dynamic commonsense knowledge fused method for Chinese implicit sentiment analysis
Jian Liao | Min Wang | Xin Chen | Suge Wang | Kai Zhang

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Investigation of the determinants for misinformation correction effectiveness on social media during COVID-19 pandemic
Yuqi Zhang | Bin Guo | Yasan Ding | Jiaqi Liu | Chen Qiu | Sicong Liu | Zhiwen Yu

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Dynamic intent-aware iterative denoising network for session-based recommendation
Xiaokun Zhang | Hongfei Lin | Bo Xu | Chenliang Li | Yuan Lin | Haifeng Liu | Fenglong Ma

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HGNN: Hyperedge-based graph neural network for MOOC Course Recommendation
Xinhua Wang | Wenyun Ma | Lei Guo | Haoran Jiang | Fangai Liu | Changdi Xu

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Using TREC for developing semantic information retrieval benchmark for Urdu
Saba Shaukat | Asma Shaukat | Khurram Shahzad | Ali Daud

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Human vs. AI: Understanding the impact of anthropomorphism on consumer response to chatbots from the perspective of trust and relationship norms
Xusen Cheng | Xiaoping Zhang | Jason Cohen | Jian Mou

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Predictive intelligence in secure data processing, management, and forecasting
Marek R. Ogiela | Wenny Rahayu | Isaac Woungang

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Does the involvement of charities matter? Exploring the impact of charities' reputation and social capital on medical crowdfunding performance
Zhichao Ba | Yuxiang (Chris) Zhao | Shijie Song | Qinghua Zhu

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Contributorship in scientific collaborations: The perspective of contribution-based byline orders
Chao Lu | Chenwei Zhang | Chengrui Xiao | Ying Ding

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Identifying widely disseminated scientific papers on social media
Yaxue Ma | Tingting Li | Jin Mao | Zhichao Ba | Gang Li

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Local government debt risk assessment: A deep learning-based perspective
Yuchen Guo | Yao Li | Yilei Qian