Abstract is missing.
- Accurately Quantifying a Billion Instances per SecondWaqar Hassan, André Gustavo Maletzke, Gustavo E. A. P. A. Batista. 1-10 [doi]
- Discovering Maximal Periodic-Frequent Patterns in Very Large Temporal DatabasesR. Uday Kiran, Yutaka Watanobe, Bhaskar Chaudhury, Koji Zettsu, Masashi Toyoda, Masaru Kitsuregawa. 11-20 [doi]
- Interpretability and Refinement of ClusteringFélix Iglesias Vázquez, Tanja Zseby, Arthur Zimek. 21-29 [doi]
- Learning Fair and Transferable Representations with Theoretical GuaranteesLuca Oneto, Michele Donini, Massimiliano Pontil, Andreas Maurer. 30-39 [doi]
- Period Estimation For Incomplete Time SeriesLin Zhang, Petko Bogdanov. 40-49 [doi]
- Ensemble of Hierarchical Temporal Memory for Anomaly DetectionFarzaneh Shoeleh, Masoud Erfani, Duc-Phong Le, Ali A. Ghorbani. 50-59 [doi]
- Improving Product Placement in Retail with Generalized High-Utility ItemsetsChinmay Bapna, Polepalli Krishna Reddy, Anirban Mondal. 60-69 [doi]
- Block-Approximated Exponential Random GraphsFlorian Adriaens, Alexandru Mara, Jefrey Lijffijt, Tijl De Bie. 70-80 [doi]
- Spatio-Temporal Functional Neural NetworksAniruddha Rajendra Rao, Qiyao Wang, Haiyan Wang, Hamed Khorasgani, Chetan Gupta 0001. 81-89 [doi]
- AdvPL: Adversarial Personalized LearningWei Du, Xintao Wu. 90-98 [doi]
- Coordinate Descent Method for Log-linear Model on PosetsShota Hayashi, Mahito Sugiyama, Shin Matsushima. 99-108 [doi]
- Active Learning of SVDD Hyperparameter ValuesHolger Trittenbach, Klemens Böhm, Ira Assent. 109-117 [doi]
- Mix2Vec: Unsupervised Mixed Data RepresentationChengzhang Zhu, Qi Zhang, Longbing Cao, Arman Abrahamyan. 118-127 [doi]
- Sequence Learning with Side DependenciesZhiwei Wang, Hui Liu, Gale Yan Huang, Zitao Liu. 128-137 [doi]
- Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress?Alexandru Cristian Mara, Jefrey Lijffijt, Tijl De Bie. 138-147 [doi]
- CO2Vec: Embeddings of Co-Ordered Networks Based on Mutual ReinforcementMeng-Fen Chiang, Ee-Peng Lim, Wang-Chien Lee, Philips Kokoh Prasetyo. 148-157 [doi]
- FONDUE: Framework for Node Disambiguation Using Network EmbeddingsAhmad Mel, Bo Kang, Jefrey Lijffijt, Tijl De Bie. 158-167 [doi]
- OnlineBTD: Streaming Algorithms to Track the Block Term Decomposition of Large TensorsEkta Gujral, Evangelos E. Papalexakis. 168-177 [doi]
- Shells within Minimum Enclosing BallsChristian Bauckhage, Michael Bortz, Rafet Sifa. 178-187 [doi]
- Weakly Supervised Person SearchLan Yan, Wenbo Zheng, Fei-Yue Wang 0001, Chao Gou. 188-196 [doi]
- Dimensionality-adaptive k-center in sliding windowsPaolo Pellizzoni, Andrea Pietracaprina, Geppino Pucci. 197-206 [doi]
- Body Pose and Deep Hand-shape Feature Based American Sign Language RecognitionAl Amin Hosain, Panneer Selvam Santhalingam, Parth H. Pathak, Jana Kosecká, Huzefa Rangwala. 207-215 [doi]
- Estimating countries' peace index through the lens of the world news as monitored by GDELTVasiliki Voukelatou, Luca Pappalardo, Ioanna Miliou, Lorenzo Gabrielli, Fosca Giannotti. 216-225 [doi]
- Optimal Data Placement for Data-Centric Algorithms on NVM-Based Hybrid MemoryYongping Luo, Peiquan Jin, Shouhong Wan. 226-235 [doi]
- Positive Influence Maximization and Negative Influence Minimization in Signed Networks under Competitive Independent Cascade ModelCheng-En Sung, Hao-Shang Ma, Jen-Wei Huang. 236-244 [doi]
- Simultaneous Link Prediction on Unaligned Networks Using Graph Embedding and Optimal TransportLuu Huu Phuc, Koh Takeuchi, Makoto Yamada, Hisashi Kashima. 245-254 [doi]
- Denoising of Magnetic Resonance Images with Deep Neural Regularizer Driven by Image PriorYazhou Zhu, Xiang Pan, Jing Zhu, Lihua Li, Yuan Liu. 255-263 [doi]
- Active Sampling for Learning Interpretable Surrogate Machine Learning ModelsAmal Saadallah, Katharina Morik. 264-272 [doi]
- Near-duplicated Loss for Accurate Object LocalizationHe Liu, Xiaocheng Yang, Huaping Liu 0001, Tao Kong, Fuchun Sun. 273-281 [doi]
- Information Exposure From Relational Background Knowledge on Social MediaShuo Liu 0011, Lisa Singh, Kevin Tian. 282-291 [doi]
- MEE : An Automatic Metric for Evaluation Using Embeddings for Machine TranslationAnanva Mukherjee, Hema Ala, Manish Shrivastava 0001, Dipti Misra Sharma. 292-299 [doi]
- A Graph Convolutional Encoder and Decoder Model for Rumor DetectionHongbin Lin, Xi Zhang, Xianghua Fu. 300-306 [doi]
- Efficient Frequent Subgraph Mining in Transactional DatabasesPascal Welke. 307-314 [doi]
- Joint Bayesian Variable Selection and Graph Estimation for Non-linear SVM with Application to Genomics DataWenli Sun, Changgee Chang, Qi Long. 315-323 [doi]
- MRSweep: Distributed In-Memory Sweep-line for Scalable Object Intersection ProblemsTilemachos Pechlivanoglou, Mahmoud Alsaeed, Manos Papagelis. 324-333 [doi]
- Attributed Network Embedding with Community PreservationTong Huang, Lihua Zhou, Lizhen Wang, Guowang Du, Kevin Lü 0001. 334-343 [doi]
- Economic Worth-Aware Word EmbeddingsYusan Lin, Peifeng Yin, Wang-Chien Lee. 344-353 [doi]
- Exploiting BERT with Global-Local Context and Label Dependency for Aspect Term ExtractionQingxuan Zhang, Chongyang Shi. 354-362 [doi]
- SesameBERT: Attention for AnywhereTa-Chun Su, Hsiang-Chih Cheng. 363-369 [doi]
- RIC-NN: A Robust Transferable Deep Learning Framework for Cross-sectional Investment StrategyKei Nakagawa, Masaya Abe, Junpei Komiyama. 370-379 [doi]
- Driving with Data in the Motor City: Understanding and Predicting Fleet Maintenance PatternsJosh Gardner, Jawad Mroueh, Natalia Jenuwine, Noah Weaverdyck, Samuel Krassenstein, Arya Farahi, Danai Koutra. 380-389 [doi]
- Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM NetworkMd. Rezaul Karim 0001, Bharathi Raja Chakravarthi, John P. McCrae, Michael Cochez. 390-399 [doi]
- Boosting Fashion Image Attributes Classification Performance with MT-GAN Training TechniqueQun Li, Changbo Hu, Keng-hao Chang, Ruofei Zhang. 400-409 [doi]
- HANKE: Hierarchical Attention Networks for Knowledge Extraction in Political Science DomainErick Skorupa Parolin, Latifur Khan, Javier Osorio, Vito D'Orazio, Patrick T. Brandt, Jennifer S. Holmes. 410-419 [doi]
- Precision Coupon Targeting with Dynamic Customer TriageChuanren Liu, Wenxiang Zhu. 420-428 [doi]
- Automating and Analyzing Whole-Farm Carbon ModelsAditi Maheshwari, Curtis E. Dyreson, Jennifer Reeve, Vishal Sharma, Anthony Whaley. 429-438 [doi]
- Probability of default estimation, with a reject optionLize Coenen, Ahmed K. A. Abdullah, Tias Guns. 439-448 [doi]
- Profiling US Restaurants from Billions of Payment Card TransactionsHimel Dev, Hossein Hamooni. 449-458 [doi]
- Embedding for Anomaly Detection on Health Insurance ClaimsJiaqi Lu, Benjamin C. M. Fung, William K. Cheung. 459-468 [doi]
- Cross-Layer Profiling of Encrypted Network Data for Anomaly DetectionFares Meghdouri, Félix Iglesias Vázquez, Tanja Zseby. 469-478 [doi]
- Interactive Machine Learning Tool for Clustering in Visual AnalyticsMichael C. Thrun, Felix Pape, Alfred Ultsch. 479-487 [doi]
- Stress Prediction from Head MotionHitoshi Kusano, Yuji Horiguchi, Yukino Baba, Hisashi Kashima. 488-495 [doi]
- Using Data Science to Improve the Identification of Plant Nutritional StatusDavid Condaminet, Albrecht Zimmermann, Bastien Billiot, Bruno Crémilleux, Sylvain Pluchon. 496-505 [doi]
- A Distance Metric for Sets of EventsRaphael Sahann, Claudia Plant, Torsten Möller. 506-515 [doi]
- Matching Research Publications to the United Nations' Sustainable Development Goals by Multi-Label-Learning with Hierarchical CategoriesRui Zhang, Maéva Vignes, Ulrich Steiner, Arthur Zimek. 516-525 [doi]
- Why Should I Trust This Item? Explaining the Recommendations of any ModelCorentin Lonjarret, Céline Robardet, Marc Plantevit, Roch Auburtin, Martin Atzmueller. 526-535 [doi]
- Cardea: An Open Automated Machine Learning Framework for Electronic Health RecordsSarah Alnegheimish, Najat Alrashed, Faisal Aleissa, Shahad Althobaiti, Dongyu Liu, Mansour Alsaleh, Kalyan Veeramachaneni. 536-545 [doi]
- No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image SeriesRaphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, François Petitjean, Katharina Morik. 546-555 [doi]
- Urban and socio-economic correlates of property prices in Dublin's areaDamien Dupré. 556-562 [doi]
- Performance Evaluation of Low-cost PurpleAir Sensors in Ambient AirKabseok Ko, Seokheon Cho, Ramesh R. Rao. 563-568 [doi]
- On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation NetworksGiovanni Buroni, Yann-Aël Le Borgne, Gianluca Bontempi, Daniele Raimondi, Karl Determe. 569-578 [doi]
- Traffic Flow Estimation using Probe Vehicle DataOlga Gkountouna, Dieter Pfoser, Andreas Züfle. 579-588 [doi]
- Vehicle Relocation for Ride-HailingJoon-Seok Kim 0001, Dieter Pfoser, Andreas Züfle. 589-598 [doi]
- Detecting Fake News Spreaders on Twitter from a Multilingual PerspectiveInna Vogel, Meghana Meghana. 599-606 [doi]
- Watch 'n' Check: Towards a Social Media Monitoring Tool to Assist Fact-Checking ExpertsAssunta Cerone, Elham Naghizade, Falk Scholer, Devi Mallal, Russell Skelton, Damiano Spina. 607-613 [doi]
- Simulation of misinformation spreading processes in social networks: an application with NetLogoEmilio Sulis, Marcella Tambuscio. 614-618 [doi]
- Using markup language to differentiate between reliable and unreliable newsCaireann Kennedy, Josephine Griffith. 619-625 [doi]
- Profiling Bots and Fake News Spreaders at PAN'19 and PAN'20 : Bots and Gender Profiling 2019, Profiling Fake News Spreaders on Twitter 2020Juan Pizarro. 626-630 [doi]
- Are You Human? Detecting Bots on Twitter Using BERTDavid Dukic, Dominik Keca, Dominik Stipic. 631-636 [doi]
- Modelling User Influence and Rumor Propagation on Twitter using Hawkes ProcessesH. Ruda Nie, Xiuzhen Zhang, Minyi Li 0001, Anil Dolgun, James Baglin. 637-646 [doi]
- Multimodal Multi-image Fake News DetectionAnastasia Giachanou, Guobiao Zhang, Paolo Rosso. 647-654 [doi]
- Privacy-aware Cold-Start Recommendation based on Collaborative Filtering and Enhanced TrustFan Wang, Weiyi Zhong, Xiaolong Xu, Wajid Rafique, Zhili Zhou, Lianyong Qi. 655-662 [doi]
- Reinforcement Learning Based Test Case Prioritization for Enhancing the Security of SoftwareTingting Shi, Lei Xiao, Keshou Wu. 663-672 [doi]
- Towards Privacy-Preserving Deep Learning: Opportunities and ChallengesSheraz Ali, Muhammad Maaz Irfan, Abubakar Bomai, Chuan Zhao. 673-682 [doi]
- Privacy-Preserving GWAS Computation on Outsourced Data Encrypted under Multiple Keys Through Hybrid SystemAbubakar Bomai, Mohammed Shujaa Aldeen, Chuan Zhao. 683-691 [doi]
- Personalized Course Recommendation Based on Eye-Tracking Technology and Deep LearningQi Chen, Xiaomei Yu, Nan Liu 0006, Xiaoning Yuan, Zhaojie Wang. 692-698 [doi]
- Practical Privacy Protection Scheme In WiFi Fingerprint-based LocalizationWenxiang Wu, Shaojing Fu, Yuchuan Luo. 699-708 [doi]
- Naive Bayes Classification under Local Differential PrivacyEmre Yilmaz, Mohammad Al-Rubaie, J. Morris Chang. 709-718 [doi]
- Detecting Protected Health Information with an Incremental Learning Ensemble: A Case Study on New Zealand Clinical TextBalkaran Singh, Quan Sun, Yun Sing Koh, Junjae Lee, Edmond Zhang. 719-728 [doi]
- Fair pairwise learning to rankMattia Cerrato, Marius Köppel, Alexander Segner, Roberto Esposito, Stefan Kramer 0001. 729-738 [doi]
- Classification Between Machine Translated Text and Original Text By Part Of Speech Tagging RepresentationNancirose Piazza. 739-740 [doi]
- An Adaptive Utilization of Convolutional Matrix Methods of Neuron Cell Segmentation with an Application Interface to Aid the Understanding of How Memory Recall WorksIshan Jain, Neeraj Rattehalli. 741-742 [doi]
- DermaDetect: A novel computer vision model for an accurate diagnosis of skin conditions and rashesSiddharth Sharma. 743-744 [doi]
- Improving Sentiment Analysis in Arabic and English Languages by Using Multi-Layer Perceptron Model (MLP)Maram Almaghrabi, Girija Chetty. 745-746 [doi]
- Cluster Quality Analysis Using Silhouette ScoreKetan Rajshekhar Shahapure, Charles Nicholas. 747-748 [doi]
- Bayesian Modeling Approach in Big Data Contexts: an Application in Spatial EpidemiologyErick Orozco-Acosta, Aritz Adin, María Dolores Ugarte. 749-750 [doi]
- An Automatic Document Summarization Approach based on Fuzzy Ontology and Machine LearningHongfei Liu, Qian Gao. 751-752 [doi]
- Robust Multivariate Regression on Riemannian ManifoldsSangyul Lee, Hee-Seok Oh. 753-754 [doi]
- Adapting Established Text Representations for Predicting Review Sentiment in TurkishIzel Çavusoglu, Maren Pielka, Rafet Sifa. 755-756 [doi]
- Querying Influential Maximum Connected Community in Large GraphsYuehao Xu, Renjie Sun, Yanping Wu, Chen Chen 0017, Xiaoyang Wang. 757-758 [doi]
- Building Multiclass Classification Baselines for Anomaly-based Network Intrusion Detection SystemsAjay Shah, Sophine Clachar, Manfred Minimair, Davis Cook. 759-760 [doi]
- Building up Explainability in Multi-layer Perceptrons for Credit Risk ModelingRudrani Sharma, Christoph Schommer, Nicolas Vivarelli. 761-762 [doi]
- Predicting Workplace Injuries Using Machine Learning AlgorithmsDivya Sukumar, Ji Zhang, Xiaohui Tao, Xin Wang, Wenbin Zhang. 763-764 [doi]
- Towards An Empirical and Theoretical Evaluation of Gradient Based Approaches for finding Kernel Minimum Enclosing BallsHanna Kondratiuk, Rafet Sifa. 765-766 [doi]
- Measuring Indirect External Threat: A Time Series Sentiment Analysis of NATO ResolutionsErik M. Fay. 767-768 [doi]
- The Directionality Function Defect of Performance Evaluation Method in Regression Neural Network for Stock Price PredictionYi Wei, Vipin Chaudhary. 769-770 [doi]
- Improving Neural Networks using Slice Models for Similar ClassesJinwook Kim, Min-Soo Kim 0002. 771-772 [doi]
- Landmarks-based Blocking Method For Large-scale Entity ResolutionSamudra Herath, Matthew Roughan, Gary Glonek. 773-774 [doi]
- Fake News Detection using Multilingual EvidenceDaryna Dementieva, Alexander Panchenko. 775-776 [doi]
- Bayesian Estimation of the Effect of Television Advertising on Web MetricsRitwik Sinha, Shiv Kumar Saini, Moumita Sinha, David Arbour. 777-778 [doi]
- Data Profiling Method for Metadata ManagementKazuhide Aikoh, Yuya Isoda, Ken Sugimoto. 779-780 [doi]
- Machine Learning for evaluating Kaizens in Volkswagen Production System - An Industrial Case studyAkshay Thakur, Robert Beck, Sanaz Mostaghim, Daniel Großmann. 781-782 [doi]
- Using Network Features for Credit Scoring in MicroFinance: Extended AbstractPaulo Paraíso, Pedro Gomes, Saulo Ruiz, Luís Rodrigues, João Gama 0001. 783-784 [doi]
- Incremental learning strategies for credit cards fraud detection: Extended abstractBertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé. 785-786 [doi]
- Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data: Extended AbstractValentina Shumovskaia, Kirill Fedyanin, Ivan Sukharev, Dmitry Berestnev, Maxim Panov. 787-788 [doi]
- Cryptocurrencies asset pricing via machine learning: Extended abstractQiyu Wang. 789-790 [doi]
- Big Data Quality Prediction on Banking Applications: Extended AbstractKa Yee Wong, Raymond K. Wong. 791-792 [doi]
- Generalized Isolation Forest: Some Theory and More Applications Extended AbstractSebastian Buschjäger, Philipp-Jan Honysz, Katharina Morik. 793-794 [doi]