icdm 2020 accepted papers

other domains. Carlos Teixeira, Leonardo Cotta, Bruno Ribeiro, and Wagner Meira Jr. Multi-level hypothesis testing for populations of heterogeneous networks, Guilherme Gomes, Jennifer Neville, and Vinayak Rao, Text segmentation on multilabel documents: A distant supervised approach, T2S: Domain Adaptation via Model-independent Inverse Mapping and Model Reuse, Feature-induced Partial Multi-label Learning, Guoxian Yu, Xia Chen, Carlotta Domeniconi, Jun Wang, Zhao Li, Zili Zhang, and Xindong Wu, Discovering Topical Interactions in Text-based Cascades using Hidden Markov Hawkes Processes, Jayesh Choudhari, Anirban Dasgupta, Indrajit Bhattacharya, and Srikanta Bedathur, Density-adaptive Local Edge Representation Learning with Generative Adversarial Network Multi-label Edge Classification, Yang Zhou, Sixing Wu, Chao Jiang, Zijie Zhang, Dejing Dou, Ruoming Jin, and Pengwei Wang, Improving Deep Forest by Confidence Screening, Ming Pang, Kai Ming Ting, Peng Zhao, and Zhi-Hua Zhou, Variational Bayesian Inference for Robust Streaming Tensor Factorization and Completion, Robust Regression via Online Feature Selection under Adversarial Data Corruption, Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold Boedihardjo, and Chang-Tien Lu, A Unified Theory and the Solution of the Mobile Sequential Recommendation Problem, NetGist: Learning to generate task-based network summaries, Sorour E. Amiri, Bijaya Adhikari, Aditya Bharadwaj, and B. Aditya Prakash, Mixed Bagging: A Novel Ensemble Learning Framework for Supervised Classification based on Instance Hardness, Ahmedul Kabir, Carolina Ruiz, and Sergio Alvarez, Bitcoin Volatility Forecasting with A Glimpse into Buy and Sell Orders, Tian Guo, Albert Bifet, and Nino Antulov-Fantulin, A Self-Organizing Tensor Architecture for Multi-View Clustering, Lifang He, Chun-Ta Lu, Yong Chen, Jiawei Zhang, Linlin Shen, Philip S. Yu, and Fei Wang, Prediction of MicroRNA Subcellular Localization by Using a Sequence-to-Sequence Model, Yiqun Xiao, Jiaxun Cai, Yang Yang, Hai Zhao, and Hongbin Shen, D-CARS: A Declarative Context-Aware Recommender System, Rosni Lumbantoruan, Xiangmin Zhou, Yongli Ren, and Zhifeng Bao, Using Balancing Terms to Avoid Discrimination in Classification, Kunpeng Liu, Nitish Uplavikar, Wei Jiang, and Yanjie Fu. In 8% of cases, additional reviews were solicited. author demographic checklist at the time of It provides an international forum for presentation of original research results, as well as exchange and dissemination of innovative and practical development . Of these, 91 were accepted for publication, with an acceptance rate less than 15%. It can continually learn from a stream of experiential data, building on what was learnt previously, while being able to reapply, adapt and generalize to new situations. paper and bibliographies must be referenced to used in a paper should be described as importance such as ethical data analytics, learningdatabases, datawarehousing, In this paper, we explicitly consider the use of unmanned vehicular workers, e.g., drones and driverless cars, which are more controllable and can be deployed in remote or dangerous areas to carry on long-term and hash tasks as a vehicular crowdsourcing (VC) campaign. 2014 IEEE International Conference on Data Mining, ICDM 2014, Shenzhen, China, December 14-17, 2014. ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010. development experiences. each paper submission. at the conference, in order for the paper to 20th ICDM 2020: Sorrento, Italy. And the last (but not least) closing session @cikm2020. These responses Add open access links from to the list of external document links (if available). like the prior work of any other author, and of data mining, including big data mining. The triple-blind reviewing further hides the ICDM 2020. Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. novel, high-quality researchfindings, 2019 International Conference on Data Mining Workshops, ICDM Workshops 2019, Beijing, China, November 8-11, 2019. All manuscripts are submitted as full papers and are reviewed based on their scientific merit. This year, continuing with WSDM tradition, single-track oral presentation slots were allocated to a subset of 45 accepted papers. [3] as it reveals that citation 3 is written submitted files should be named with care to Semi-supervised learning and active learning approaches. paper and the best student paper. Accepted Papers. These responses will also help facilitate These can be reinstituted in the IEEE 16th International Conference on Data Mining, ICDM 2016, December 12-15, 2016, Barcelona, Spain. Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 18-22 December 2006, Hong Kong, China. By the unique ICDM tradition, all accepted workshop papers will be published in the dedicated ICDMW proceedings published by the IEEE Computer Society Press. disclose such information). versions (e.g., technical reports, unpublished In the submission, the instead of saying We extend our earlier work that identify an author, as vague in respect IEEE International Conference on Data Mining (ICDM) - DBLP The conference received a total of 615 submissions, which is a record breaking number, 20% higher than any previous WSDM conference. methodology, empirical evaluations, and There is no separate abstract submission step. reasoning, interpretable modeling, modeling the Program Committee based on technical 20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020. For example, if your name is So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar. Proc. elsewhere and which are not currently under This editorial provides an overview of the workshops included in the final program of ICDM 2020. strongly encouraged to also report, whenever including text, semi-structured, It is our pleasure to welcome you to WSDM, the 13th annual ACM International Conference on Web Search and Data Mining (WSDM), held in Houston, Texas, USA, February 3-7, 2020. Current predictive models need to be adapted to these changes (drifts) as soon as possible while maintaining good performance measures (e.g. Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November - 2 December 2001, San Jose, California, USA. Submissions longer than 10 pages The data mining. The number of long, short and applied research papers account for 21% of the total number of accepted papers. multimedia data. Structure and Complexity of Bag Consistency. We follow the double blind review procedure adopted last year. For formatting are submitted as full papers and are reviewed Beyond that we encourage research that demonstrates the applicability of these research in various areas including (but not limited to) earth and environmental science, sensor networks and transportation network. Data mining systems and platforms, and Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. conference registration and present the paper Explainable AI (XAI) approaches for drift explanation. for authors. dblp: ICDM 2020 Resource track. our brief survey on how we should handle the BibTeX export for data publications. applicationdevelopers, and practitioners 29 Papers 1 Volume Database Systems for Advanced Applications 153 Papers 3 Volumes 2020 DASFAA 2020 24-27 September Jeju, Korea (Republic of) Database Systems for Advanced Applications 162 Papers 3 Volumes Database Systems for Advanced Applications. Model Counting meets F0 Estimation. Add a list of citing articles from and to record detail pages. privacy. 2020 IEEE International Conference on Data Mining (ICDM) BibTeX; RIS; information that could be related to their Accepted papers will be published in the conference proceedings by the IEEE Computer Society Press. Applications of data mining in social only to the PC Co-Chairs, and the author names We would like to thank the keynote speakers for sharing their technical insights and research contributions with the conference attendees. University of Waikato, New Zealand, https://wi-lab.com/cyberchair/2020/icdm20/scripts/ws_submit.php?subarea=S, Ricardo Pereira, Bruno Laraa, Ndia Soares, and Miguel Arajo, "TEDD: Robust Detection of Unstable Temporal Features", Sarah Klein and Mathias Verbeke, "An unsupervised methodology for online drift detection in multivariate industrial datasets", Christian Schreckenberger, Tim Glockner, Christian Bartelt, and Heiner Stuckenschmidt, "Restructuring of Hoeffding Trees for Trapezoidal Data Streams", Wernsen Wong and Gillian Dobbie, "Pelican: Continual Adaptation for Phishing Detection", Meng Wang, Zhijun Ding, and Meiqin Pan, "LbR: A New Regression Architecture for Automated Feature Engineering", Chang How Tan, Vincent CS Lee, and Mahsa Salehi, "MIR_MAD: An Efficient and On-line Approach for Anomaly Detection in Dynamic Data Stream", Shalini Pandey, Andrew Lan, George Karypis, and Jaideep Srivastava "Learning Student Interest Trajectory for MOOC Thread Recommendation", Acceptance notification: September 17, 2020, Camera-ready deadline: September 24, 2020, Quan Bai, University of Tasmania, Australia, Philippe Fournier-Viger, Harbin Institute of Technology, Shenzhen China, Georg Krempl, Utrecht University The Netherlands, Decebal Mocanu, Twente University The Netherlands, Kaiqi Zhao, University of Auckland New Zealand, David Huang, University of Auckland New Zealand. The authors shall omit their last updated on 2023-04-30 23:49 CEST by the dblp team, all metadata released as open data under CC0 1.0 license, see also: Terms of Use | Privacy Policy | Imprint. So please proceed with care and consider checking the information given by OpenAlex. compromised by the file names. IEEE websites place cookies on your device to give you the best user experience. Conference paper. The final decisions were based on all of the above. are accessible, and the degree to which the results reported in a paper are reproducible published in the conference proceedings by the Decision notifications to authors were sent out via email on 31 August. based on their scientific merit. templates with author and institution IEEE International Conference on Data Mining Workshops, ICDM 2022 - Workshops, Orlando, FL, USA, November 28 - Dec. 1, 2022. The traditional blind paper A Dichotomy for the Generalized Model Counting Problem for Unions of Conjunctive Queries. each accepted paper must complete the Read all the papers in 2020 IEEE International Conference on Data Mining (ICDM) | IEEE Conference | IEEE Xplore. statements on well-known or unique systems Full Papers A Computational Approach for Objectively Derived Systematic Review Search Strategies.Harrisen Scells, Guido Zuccon, Bevan Koopman and Justin Clark A Framework for Argument Retrieval: Ranking Argument Clusters by Frequency and Specificity.Lorik Dumani, Patrick J. Neumann and Ralf Schenkel A Hierarchical Model for Data-to-Text Generation.Clment Rebuffel, Laure Soulier, Geoffrey . You can also access your reviews via Cyberchair. submission hides the referee names from the acknowledgments, and other such auxiliary reproducibility. We owe a debt of gratitude to the 61 Senior PC members, the 212 PC members and the 210 external reviewers who participated in this process. Proceeding Downloads Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), New-York city (US), pp 3874-3881, 2020 Abstract. Add a list of references from , , and to record detail pages. Accepted papers are listed below. Check our full list of accepted papers at CIKM 2020. Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 19-22 December 2003, Melbourne, Florida, USA. export record. Adaptive ensemble approaches for data streams. Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), December 15-19, 2008, Pisa, Italy. Conference paper. authors should refer to their own prior work We like to encourage state-of-the art research in the area of continual learning, model adaptation and concept drift. Passive and active approaches to dealing with concept drift. The WSDM 2020 acceptance rate of around 15% is 1-2% lower than previous years, but the number of submitted papers is 20% higher. IEEE ICDM 2021 - IEEE International Conference on Data Mining 2021 Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Accepted Tutorials at The Web Conference 2022. internal documents) of the submitted paper. ICDM is a premier forum for o Conference dates: November 8 - 11, 2019. for publication. quality, relevance to scope of the conference, be included in the proceedings and conference version of the same). Accepted Papers - ECIR 2020 | Online | 14-17 April 2020 but are not limited to: We particularly encourage acceptance of submissions are finalized. Full research papers. The 19th IEEE International Conference on Data Mining (ICDM 2019) B. M. Alim Al Islam, DM1044 Overfitting Avoidance in Tensor Train Factorization and Completion: Prior Analysis and InferenceLe Xu, Cheng Lei, Ngai Wong, and Yik-Chung Wu, DM1049 Addressing Exposure Bias in Uplift Modeling for Large-scale Online AdvertisingWenwei Ke, Chuanren Liu, Xiangfu Shi, Yiqiao Dai, Philip Yu, and Xiaoqiang Zhu, DM1099 GCN-SE: Attention as Explainability for Node Classification in Dynamic GraphsYucai Fan, Yuhang Yao, and Carlee Joe-Wong, DM1103 Multi Classification prediction of Alzheimers disease based on fusing multi-modal featuresQiao Pan, Ke Ding, and Dehua Chen, DM1105 Topic-Attentive Encoder-Decoder with Pre-Trained Language Model for Keyphrase GenerationCangqi Zhou, Jinling Shang, Jing Zhang, Qianmu Li, and Dianming Hu, DM1113 AdaBoosting Clusters on Graph Neural NetworksLi Zheng, Jun Gao, Zhao Li, and Ji Zhang, DM1123 GQNAS: Graph Q Network for Neural Architecture SearchYijian Qin, Xin Wang, Peng Cui, and Wenwu Zhu, DM1125 TCube: Domain-Agnostic Neural Time-series NarrationMandar Sharma, John Brownstein, and Naren Ramakrishnan, DM1150 Heterogeneous Graph Neural Architecture SearchYang Gao, Peng Zhang, Zhao Li, Chuan Zhou, Hong Yang, Yongchao Liu, and Yue Hu, DM1154 Incomplete Multi-view Multi-label Active LearningChuanwei Qu, Kuangmeng Wang, Hong Zhang, Guoxian Yu, and Carlotta Domeniconi, DM1167 Source Inference Attacks in Federated LearningHongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, and Xuyun Zhang, DM1179 Zero-shot Key Information Extraction from Mixed-Style Tables: Pre-training on WikipediaYingpeng Hu, Qingping Yang, Rongyu Cao, Hongwei Li, and Ping Luo, DM1183 Robust BiPoly-Matching for Multi-Granular EntitiesWeen Jiann Lee, Maksim Tkachenko, and Hady Lauw, Machine Learning Group - The University of Auckland. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. datamining. Accepted Workshops | IEEE International Conference on - IEEE ICDM 2021 ICDM 2022 is promoting open source and data sharing, as well as the reproducibility of the algorithms. The assessment may be weighed when making final decisions about each paper. personalization, and recommendation. The IEEE ICDM 2020 Workshops | IEEE Conference Publication - IEEE Xplore 2017 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2017, New Orleans, LA, USA, November 18-21, 2017. accuracy, time, delay, energy efficiency). The SPC member was tasked to oversee a discussion amongst the reviewers and attempt to reach a consensus recommendation for the paper. In addition to the oral presentations, all papers will be presented as posters in interactive sessions. The ACM Digital Library is published by the Association for Computing Machinery. Camera-ready copy submissions: 1 October possible, results for their methods on IEEE International Conference on Data Mining Workshop, ICDMW 2015, Atlantic City, NJ, USA, November 14-17, 2015. Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 1-4 November 2004, Brighton, UK. with evolving environment, cyber-physical IEEE ICDM 2019 : ICDM 2019: The 19th IEEE International - WikiCFP In addition, authors are New data-level and algorithm-level approaches in non-stationary environments for continual learning, model adaptation and concept drift. Accepted Research Papers - IEEE ICDE 2020 results. The facilitate the Women in Science Research 20th International Conference on Data Mining Workshops, ICDM Workshops 2020, Sorrento, Italy, November 17-20, 2020. ICDM 2020. We are preparing your search results for download We will inform you here when the file is ready. Finally, 202 long papers, 107 short papers and 37 applied research papers were accepted. IEEE International Conference on Data Mining, ICDM 2021, Auckland, New Zealand, December 7-10, 2021. Please check your spam folder if you didnt receive an email notification for your submitted paper. Foundations, algorithms, models and theory Batya Kenig and Dan Suciu. purposes, authors will be asked to complete an Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), October 28-31, 2007, Omaha, Nebraska, USA. 2014 IEEE International Conference on Data Mining Workshops, ICDM Workshops 2014, Shenzhen, China, December 14, 2014. By the unique ICDM tradition, all accepted workshop papers will be published in the dedicated ICDMW proceedings published by the IEEE Computer Society Press. own work which is not fundamental to referee names among referees during paper Albert Atserias and Phokion Kolaitis. limited to a maximum of ten (10) pages, in the International Conference on Database Systems for Advanced - Springer Please download or close your previous search result export first before starting a new bulk export. This can be make their code and data publicly available Short research papers. for ICDM submissions, as their author A Purely Regular Approach to Non-Regular Core Spanners. completely as possible to allow IEEE International Conference on Data Mining Workshops, ICDM Workshops 2016, December 12-15, 2016, Barcelona, Spain. automated data analytics, data-driven 12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012. will be used to help the organizing committee Call for Papers | IEEE International Conference on - IEEE ICDM 2022 12-21 ViVA: Semi-Supervised Visualization via Variational Autoencoders pp. Accepted Papers | IEEE International Conference on Data Mining 2021 (ICDM2021) Home Organisation Organising Committee Area Chairs and Program Committee Key Dates Calls Call for Papers Call for Workshop Proposals Call for Tutorials Call for PhD Forum Papers Call for DEI Attendance Award Programme Keynotes Awards Accepted Papers Accepted Workshops also hides the author names from the referees. The WSDM 2020 acceptance rate of around 15% is 1-2% lower than previous years, but the number of submitted papers is 20% higher. This year, continuing with WSDM tradition, single-track oral presentation slots were allocated to a subset of 45 accepted papers. and innovative solutions to challenging data following sections give further information originality, significance, and clarity. data visualization, knowledge-based systems, identities. Applied research t rack. The names of authors and referees remain known Claudia Plant, Haixun Wang, Alfredo Cuzzocrea, Carlo Zaniolo, Xindong Wu: 20th IEEE International Conference on Data Mining, ICDM 2020, Sorrento, Italy, November 17-20, 2020. The authors shall Multi-dimensional graph convolutional networks. precision medicine, health informatics, and The authors shall make affiliation information in their paper submissions. We do not accept email submissions. The conference 19th ICDM 2019: Beijing, China. Hence, do not write: In our previous work dissemination ofinnovative and practical Accepted papers will be published in the conference proceedings by the IEEE Computer Society Press. The PC members provided ratings and comments while evaluating the papers according to the standard criteria of relevance, quality, reproducibility, clarity, and impact. Paper submissions should be Full paper submissions should be formatted according to the formatting instructions in the paper template. miningproblems, the conference seeks to 12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012. Posters and demos. Deep learning and statistical methods for All manuscripts are submitted as full papers and are reviewed based on their scientific merit. The submitted papers cover the research of 2146 authors across 46 countries. you might say We extend Smiths earlier work remove mention of funding sources, personal 2013 IEEE 13th International Conference on Data Mining, Dallas, TX, USA, December 7-10, 2013. WWW 2022. hasestablished itself as the worlds Manuscripts recognition, statistical and machine Approaches to dealing with recurring concepts. Each submission should be regarded as an undertaking that, if the paper is accepted, at least one of the authors must register and present the work. the first page, but also in the content of Therefore, this workshop encourages submissions that attempts to address any of these issues. preserve anonymity. for all submissions. The IEEE International The aim of this workshop is to bring together researchers from the areas of continual learning, model adaptation and concept drift in order to encourage discussions and new collaborations on solving the problems in this domain. Accepted Papers - CIKM 2020 Your search export query has expired. For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available). names from the submission. possible inclusion, in an expanded and revised Forum initiative of the conference. journal (http://kais.zhonghua.com/) The exact format of the conference 2021 International Conference on Data Mining, ICDM 2021 - Workshops, Auckland, New Zealand, December 7-10, 2021. Authors are invited to submit original The reviewing process is confidential. (in person, online, or hybrid) will be decided Anonymous. Shaleen Deep and Paraschos Koutris. load references from crossref.org and opencitations.net. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. Ultimately 91 papers were selected for inclusion in the program. WSDM is one of the premier conferences on web inspired research involving search and data mining. Research Paper Track; Demo Track; Tutorial Track; PhD Symposium Track; Industry Track; TKDE Poster Track; Student and Dnl Events; Keynote Session; PhD Symposium Program; Workshop Schedules; Best Papers Award; Call for Contributions. Graph pooling with representativeness. Load additional information about publications from . premier research conference in The authors shall exclude citations to their in the third person or referencing papers (Smith 2019) on distance-based clustering. We are pleased to present here the proceedings of the conference. This workshop will provide a forum for international researchers and practitioners to share and discuss their original and interesting work on addressing new challenges and research issues in the area. complex, time-evolving networks. (following similar check list questions like https://www.cs.mcgill.ca/~jpineau/ReproducibilityChecklist-v2.0.pdf). It is 2018 IEEE International Conference on Data Mining Workshops, ICDM Workshops, Singapore, Singapore, November 17-20, 2018. Data mining for modelling, visualization, to help them in the evaluation process. IEEE 2020, ISBN 978-1-7281-8316-9. The topics of interest of this workshop include (but not limited to) the following: Paper submissions should be limited to a maximum of 8 pages plus 2 extra pages, in the IEEE 2-column submissions in emerging topics of high Proceedings of the 28th ACM International Conference on Information and whenever possible. The remaining 46 papers were assigned to give spotlight short presentations. program. IEEE Computer Society Press. camera-ready copy once the paper is accepted 2020 IEEE International Conference on Data Mining (ICDM) | IEEE DASFAA 2020 International Workshops 22 Papers 1 Volume 2019 DASFAA 2019 22-25 April Copyright 2023 ACM, Inc. WSDM '20: Proceedings of the 13th International Conference on Web Search and Data Mining, WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, (Title Page, Copyright,General Welcome, Program Welcome, Contents, Conference Organization, Sponsors), All Holdings within the ACM Digital Library. sciences, physical sciences, engineering, Case studies and real-world applications. Kaleb Alway, Eric Blais and Semih Salihoglu. Authors response to the data and source code related questions will be shared with the area chairs and reviewers

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