Table of Contents

• Deep Federated Anomaly Detection for Multivariate Time Series DataWei Zhu 0015, Dongjin Song, Yuncong Chen, Wei Cheng 0002, Bo Zong, Takehiko Mizoguchi, Cristian Lumezanu, Haifeng Chen, Jiebo Luo. 1-10 [doi]
• How Do You Watch Music Video: "Watching or Listening?"Jongseok Jeon, Seungho Kim, JooHee Oh. 1 [doi]
• Development of Fault Detection Algorithm using LP Pump Failure DataHyung Jin Kim, Kwang-Sik Kim, Min-Seok Kim, Jang Hyun Lee. 1 [doi]
• Data Mining Approach for Predicting the Fall Accident Cost in Construction ProjectsEun-Ju Ha, Jin-Young Choi 0004, Jae-Ho Choi. 1 [doi]
• Data Mining Approach to determine injured Area of the Construction Worker using Accident Loss CostJin-Young Choi 0004, Eun-Ju Ha, Jae-Ho Choi. 1 [doi]
• Construction Worker Health and Safety Monitoring System Using Brainwave and Pollution DataDaniel Cheriyan, Jurng-Jae Lee, Jae-Ho Choi. 1 [doi]
• A Proposed Personal Data Sovereignty Inter-Organizational Governance Framework for Public Health ResearchPedro Augusto Da S. E. S. Miranda, Plinio P. Morita. 1 [doi]
• Sparse Spatio-Temporal Neural Network for Large-Scale ForecastingEamon Bracht, Volodymyr V. Kindratenko, Robert J. Brunner. 1-5 [doi]
• Trie-based Output Space Itemset SamplingLamine Diop, Cheikh Talibouya Diop, Arnaud Giacometti, Arnaud Soulet. 6-15 [doi]
• Efficient Multiple Objective Optimization for Fair Misinformation DetectionEric Enouen, Katja Mathesius, Sean Wang 0006, Arielle Carr, Sihong Xie. 16-25 [doi]
• Probabilistic Orthogonal Matching PursuitGhazal Fazelnia, John W. Paisley. 26-35 [doi]
• Alternatives to Classic BM25-IDF based on a New Information Theoretical FrameworkWeimao Ke. 36-44 [doi]
• Detection of Unobserved Common Cause in Discrete Data Based on the MDL PrincipleMasatoshi Kobayashi, Kohei Miyaguchi, Shin Matsushima. 45-54 [doi]
• Bayesian Nonparametric Model Averaging Using Scalable Gaussian Process RepresentationsJohn W. Paisley, Sebastian Rowland, Jeremiah Zhe Liu, Brent A. Coull, Marianthi-Anna Kioumourtzoglou. 55-64 [doi]
• Persistence Homology of Proximity Hyper-Graphs for Higher Dimensional Big DataRohit P. Singh, Philip A. Wilsey. 65-74 [doi]
• On High-Latency Bowtie Data StreamingGabriel Stella, Dmitri Loguinov. 75-84 [doi]
• Aggregation Delayed Federated LearningYe Xue, Diego Klabjan, Yuan Luo 0001. 85-94 [doi]
• Appley: Approximate Shapley Value for Model Explainability in Linear TimeMd Shafiul Alam, Ying Xie. 95-100 [doi]
• Informative Initialization and Kernel Selection Improves t-SNE for Biological SequencesPrakash Chourasia, Sarwan Ali, Murray Patterson. 101-106 [doi]
• Scalable Tensors for Big Data AnalyticsLeonidas Fegaras, Tanvir Ahmed Khan, Md Hasanuzzaman Noor, Tanzima Sultana. 107-114 [doi]
• Adaptive and Dynamic Multi-Resolution Hashing for Pairwise SummationsLianke Qin, Aravind Reddy, Zhao Song 0002, Zhaozhuo Xu, Danyang Zhuo. 115-120 [doi]
• A Novel GPU-Accelerated Algorithm to Discover Periodic-Frequent Patterns in Temporal DatabasesSreepada Tarun, Rage Uday Kiran, Yutaka Watanobe, Kazuo Goda. 121-126 [doi]
• Evaluating Captioning Models using Markov Logic NetworksMonika Shah, Somdeb Sarkhel, Deepak Venugopal. 127-134 [doi]
• Improving Robustness of Vision Transformers via Data-Augmented Virtual Adversarial TrainingWeili Shi, Sheng Li 0001. 135-140 [doi]
• Data Transformation Acceleration using Deterministic Finite-State TransducersMarziyeh Nourian, Tri Nguyen, Andrew A. Chien, Michela Becchi. 141-150 [doi]
• Scalable Parallel Machine Learning Computing a Summarization Matrix with SQL QueriesCarlos Ordonez 0001. 151-160 [doi]
• Ruya: Memory-Aware Iterative Optimization of Cluster Configurations for Big Data ProcessingJonathan Will, Lauritz Thamsen, Jonathan Bader, Dominik Scheinert, Odej Kao. 161-169 [doi]
• ByteStore: Hybrid Layouts for Main-Memory Column StoresPengfei Zhang, Ziqiang Feng, Eric Lo 0001, Hailin Qin. 170-179 [doi]
• Adaptive Aggregation For Federated LearningK. R. Jayaram, Vinod Muthusamy, Gegi Thomas, Ashish Verma, Mark Purcell. 180-185 [doi]
• PROFET: PROFiling-based CNN Training Latency ProphET for GPU Cloud InstancesSungjae Lee, Yoonseo Hur, Subin Park, Kyungyong Lee. 186-193 [doi]
• Enhancing k-Means Algorithm with Tensor Processing UnitPranava Mummoju, Anna Wolff, Martin Perdacher, Claudia Plant, Christian Böhm. 194-200 [doi]
• A novel self-adaptive method for improving patient monitoring with composite early-warning scoresAntonio Iyda Paganelli, Pedro Elkind Velmovitsky, Adriano Branco, Markus Endler, Plinio Pelegrini Morita, Paulo Alencar 0001, Donald D. Cowan. 201-208 [doi]
• Perona: Robust Infrastructure Fingerprinting for Resource-Efficient Big Data AnalyticsDominik Scheinert, Soeren Becker 0001, Jonathan Bader, Lauritz Thamsen, Jonathan Will, Odej Kao. 209-216 [doi]
• Workload Prediction for Adaptive Approximate Query ProcessingHamid Shahrivari, Odysseas Papapetrou, George Fletcher 0001. 217-222 [doi]
• Latency vs Cost : Data Ingestion options at Twitter ScaleZhenzhao Wang, Santosh Marella, Mak Inada, Pablo Rodriguez Defino, Abhishek Jagannath, Lohit Vijayarenu. 223-227 [doi]
• Multi-Cloud Query Optimisation with Accurate and Efficient QuotingDamien T. Wojtowicz, Shaoyi Yin, Jorge Martínez Gil, Franck Morvan, Abdelkader Hameurlain. 228-233 [doi]
• Optimal Rate Control for Latency-constrained High Throughput Big Data ApplicationsZiren Xiao, Aaron Harwood, Maria A. Rodriguez. 234-241 [doi]
• Shapelet-based Temporal Association Rule Mining for Multivariate Time Series ClassificationOmar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi. 242-251 [doi]
• Multi-Query Optimization Revisited: A Full-Query Algebraic MethodYicheng Tu, Mehrad Eslami, Zichen Xu 0001, Hadi Charkhgard. 252-261 [doi]
• Overcoming Challenges of Synthetic Data GenerationKevin Fang, Vaikkunth Mugunthan, Vayd Ramkumar, Lalana Kagal. 262-270 [doi]
• Two-Stage Sampling: A Framework for Imbalanced Classification With Overlapped ClassesNeni Alya Firdausanti, Tirana Noor Fatyanosa, Mahendra Data, Israel Mendonça, Masayoshi Aritsugi. 271-280 [doi]
• Operator Placement for Spatio-temporal TasksDaniel Glake, Mareike Schmidt, Felix Kiehn, Fabian Panse, Ulfia Lenfers, Thomas Clemen, Norbert Ritter. 281-290 [doi]
• DCPViz: A Visual Analytics Approach for Downscaled Climate ProjectionsAbdullah al-Raihan Nayeem, Huikyo Lee, Dongyun Han, Mohammed Elshambakey, William J. Tolone, Todd Dobbs, Daniel J. Crichton, Isaac Cho. 291-300 [doi]
• An approach to constructing a graph data repository for course recommendation based on IT career goals in the context of big dataThu Nguyen, Ngoc Vu, Binh Ly. 301-308 [doi]
• LASSO Logic Engine: harnessing the logic parsing capabilities of the LASSO algorithm for longitudinal feature learningJason Orender, Mohommad Zubair, Jiangwen Sun. 309-318 [doi]
• Predicting Deduplication Performance: An Analytical Model and Empirical EvaluationOwen Randall, Paul Lu. 319-328 [doi]
• iFiG: Individually Fair Multi-view Graph ClusteringYian Wang, Jian Kang, Yinglong Xia, Jiebo Luo, Hanghang Tong. 329-338 [doi]
• ABM: Attention-based Message Passing Network for Knowledge Graph CompletionWeikai Xu, Lihui Liu, Hanghang Tong. 339-348 [doi]
• VIMTS: Variational-based Imputation for Multi-modal Time SeriesXiaohu Zhao, Kebin Jia, Benjamin Letcher, Jennifer Fair, Yiqun Xie, Xiaowei Jia. 349-358 [doi]
• Generation of Synthetic Urban Vehicle TrajectoriesChrysovalantis Anastasiou, Seon Ho Kim, Cyrus Shahabi. 359-366 [doi]
• A New IoT Storage System Based on Raw NVMTao Cai, Yueming Ma, Dejiao Niu, Pengfei Gao, Tianle Lei, Jianfei Dai. 367-372 [doi]
• Data Virtual Machines: Simplifying Data Sharing, Exploration & Querying in Big Data EnvironmentsDamianos Chatziantoniou, Verena Kantere, Nikos Antoniou, Angeliki Gantzia. 373-380 [doi]
• Fast Binary Network Hashing via Graph ClusteringYasuhiro Fujiwara, Masahiro Nakano, Atsutoshi Kumagai, Yasutoshi Ida, Akisato Kimura, Naonori Ueda. 381-388 [doi]
• From Data Warehouse to Lakehouse: A Comparative ReviewAhmed A. Harby, Farhana H. Zulkernine. 389-395 [doi]
• Visual Analytics System of Comprehensive Data Quality Improvement for Machine Learning using Data- and Process-driven StrategiesHyein Hong, Sangbong Yoo, Yejin Jin, Chanyoung Yoon, Soobin Yim, Seokhwan Choi, Yun Jang. 396-401 [doi]
• Efficient Privacy Preserving Record Linkage at Scale using Apache SparkAlexandros Karakasidis 0001, Georgia Koloniari. 402-407 [doi]
• Verification of Sparsity in the Attention Mechanism of Transformer for Anomaly Detection in Multivariate Time SeriesChihiro Maru, Boris Brandherm, Ichiro Kobayashi. 408-414 [doi]
• An FPGA-based Accelerator for Regular Path Queries over Edge-labeled GraphsKento Miura, Ryohei Kobayashi, Toshiyuki Amagasa, Hiroyuki Kitagawa, Norihisa Fujita, Taisuke Boku. 415-422 [doi]
• SandPiper: A Cost-Efficient Adaptive Framework for Online Recommender SystemsPrashanth Thinakaran, Kanak Mahadik, Jashwant Raj Gunasekaran, Mahmut Taylan Kandemir, Chita R. Das. 423-430 [doi]
• A Novel Estimate Fitness Method by Measuring A large number of Sub-event Logs ConformanceMimi Wang, Xudong He, Peihai Zhao. 431-436 [doi]
• Resource Efficient Profiling of Spatial Variability in Performance of Regression ModelsCaleb Carlson, Menuka Warushavithana, Saptashwa Mitra, Kassidy Barram, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara. 437-444 [doi]
• Scalable and Accurate Density-Peaks Clustering on Fully Dynamic DataDaichi Amagata. 445-454 [doi]
• MUSCAT: Multilingual Rumor Detection in Social Media ConversationsMd. Rabiul Awal, Minh Dang Nguyen, Roy Ka-Wei Lee, Kenny Tsu Wei Choo. 455-464 [doi]
• Learning Diversity Attributes in Multi-Session RecommendationsNassim Bouarour, Idir Benouaret, Sihem Amer-Yahia. 465-474 [doi]
• RI-GCN: Review-aware Interactive Graph Convolutional Network for Review-based Item RecommendationYijin Cai, Yilei Wang, Weijin Wang, Wenting Chen. 475-484 [doi]
• Spatial Attention Based Grid Representation Learning For Predicting Origin-Destination FlowMingfei Cai, Yanbo Pang, Yoshihide Sekimoto. 485-494 [doi]
• Proximal Cost-sensitive Sparse Group Online LearningZhong Chen 0003, Huixin Zhan, Victor S. Sheng, Andrea Edwards, Kun Zhang 0012. 495-504 [doi]
• Self-supervised Hypergraph Representation LearningBoxin Du, Changhe Yuan, Robert A. Barton, Tal Neiman, Hanghang Tong. 505-514 [doi]
• BigFeat: Scalable and Interpretable Automated Feature Engineering FrameworkHassan Eldeeb, Shota Amashukeli, Radwa El Shawi. 515-524 [doi]
• Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational TransformerZiwei Fan, Zhiwei Liu, Chen Wang, Peijie Huang, Hao Peng, Philip S. Yu. 525-534 [doi]
• Proactive Prioritization of App Issues via Contrastive LearningMoghis Fereidouni, Adib Mosharrof, Umar Farooq 0002, A. B. Siddique 0001. 535-544 [doi]
• Dynamic Graph Summarization: Optimal and ScalableMahdi Hajiabadi, Venkatesh Srinivasan 0001, Alex Thomo. 545-554 [doi]
• Skew-Symmetric Adjacency Matrices for Clustering Directed GraphsKoby Hayashi, Sinan G. Aksoy, Haesun Park. 555-564 [doi]
• TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative FilteringSeoyoung Hong 0001, Minju Jo, Seungji Kook, Jaeeun Jung, Hyowon Wi, Noseong Park, Sung-Bae Cho. 565-574 [doi]
• Clustering Human Mobility with Multiple SpacesHaoji Hu, Haowen Lin, Yao-Yi Chiang. 575-584 [doi]
• Understanding COVID-19 Vaccine Campaign on Facebook using Minimal SupervisionTunazzina Islam, Dan Goldwasser. 585-595 [doi]
• Nothing Stands Alone: Relational Fake News Detection with Hypergraph Neural NetworksUjun Jeong, Kaize Ding, Lu Cheng, Ruocheng Guo, Kai Shu, Huan Liu 0001. 596-605 [doi]
• Temporal Graph Representation Learning via Maximal CliquesShima Khoshraftar, Aijun An, Nastaran Babanejad. 606-615 [doi]
• Mitigating Frequency Bias in Next-Basket Recommendation via DeconfoundersXiaohan Li 0001, Zheng Liu, Luyi Ma, Kaushiki Nag, Stephen Guo, Philip S. Yu, Kannan Achan. 616-625 [doi]
• Time-aware Hyperbolic Graph Attention Network for Session-based RecommendationXiaohan Li 0001, Yuqing Liu, Zheng Liu, Philip S. Yu. 626-635 [doi]
• Towards Robust Graph Neural Networks via Adversarial Contrastive LearningShen Wang 0005, Zhengzhang Chen, Jingchao Ni, Haifeng Chen, Philip S. Yu. 636-645 [doi]
• On Inferring User Socioeconomic Status with Mobility RecordsZheng Wang, Mingrui Liu, Cheng Long, Qianru Zhang, Jiangneng Li, Chunyan Miao. 646-655 [doi]
• Spatial Density-based User Identity Linkage across Social NetworksHui Xue, Bo Sun, Weixuan Mao, Jianjun Lin, Yijing Zhang, Xiaoyu Liu, Xiaodu Yang, Ziqian Chen. 656-664 [doi]
• MetaKRec: Collaborative Meta-Knowledge Enhanced Recommender SystemShen Wang 0005, Liangwei Yang, Jibing Gong, Shaojie Zheng, Shuying Du, Zhiwei Liu, Philip S. Yu. 665-674 [doi]
• Abusive Language Detection with Graph based Multi-task LearningChunyun Zhang, Xi Zhang, Quan Wang, Jiayi Liang, Ge Zhang, Sanchuan Guo, Wenyu Zang, Yongdong Zhang 0001. 675-684 [doi]
• GenSyn: A Multi-stage Framework for Generating Synthetic Microdata using Macro Data SourcesAngeela Acharya, Siddhartha Sikdar, Sanmay Das, Huzefa Rangwala. 685-692 [doi]
• HyperTwitter: A Hypergraph-based Approach to Identify Influential Twitter Users and TweetsLulwah Alkulaib, Abdulaziz Alhamadani, Shailik Sarkar, Chang-Tien Lu. 693-700 [doi]
• Proactive Query Expansion for Streaming Data Using External SourcesFarah Alshanik, Amy W. Apon, Yuheng Du, Alexander Herzog, Ilya Safro. 701-708 [doi]
• DELATOR: Money Laundering Detection via Multi-Task Learning on Large Transaction GraphsHenrique S. Assumpção, Fabrício Souza, Leandro Lacerda Campos, Vinícius T. de Castro Pires, Paulo M. Laurentys de Almeida, Fabricio Murai. 709-714 [doi]
• Network Distance based on Laplacian Flows on GraphsDianbin Bao, KiSung You, Lizhen Lin. 715-720 [doi]
• Emotion-Cause Relationship Between Clauses Prediction: a Novel Method Based on BERT for Emotion-Cause Pair ExtractionRui Fan, Tingting He, Yufan Wang, Jie Hong, Xinhui Tu. 721-726 [doi]
• QuoGNN: Quotient Graph Neural Network for Urban Flow ForecastingXiaochuan Gou, Peng Han, Xiangliang Zhang 0001. 727-733 [doi]
• Visualizing and Querying Large-scale Structured Datasets by Learning Multi-layered 3D Meta-ProfilesMichael N. Gubanov, Anna Pyayt, Sophie Pavia. 734-739 [doi]
• Generating Interpretable Features for Context-Aware Document Clustering: A Cybersecurity Case StudyLuis Felipe Gutiérrez, Akbar Siami Namin. 740-747 [doi]
• Graggle: A Graph-based Approach to Document ClusteringIsaiah J. King, H. Howie Huang. 748-755 [doi]
• Question-Attentive Review-Level Recommendation ExplanationTrung Hoang Le, Hady W. Lauw. 756-761 [doi]
• Debiasing Graph Transfer Learning via Item Semantic Clustering for Cross-Domain RecommendationsZhi Li, Daichi Amagata, Yihong Zhang 0001, Takahiro Hara, Shuichiro Haruta, Kei Yonekawa, Mori Kurokawa. 762-769 [doi]
• Neighborhood Preserving Embedding via Capsules for Collaborative FilteringXuan Li, Li Zhang. 770-775 [doi]
• Characterizing Spontaneous Ideation Contest on Social Media: Case Study on the Name Change of Facebook to MetaKunihiro Miyazaki, Takayuki Uchiba, Haewoon Kwak, Jisun An. 776-783 [doi]
• Learning on Health Fairness and Environmental Justice via Interactive VisualizationAbdullah al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee, Dongyun Han, Yuzhou Chen, Zhiwei Zhen, Yulia R. Gel, Isaac Cho. 784-791 [doi]
• Griddle: Effective Query Support over Voluminous Gridded Spatial DatasetsPierce Smith, Sangmi Lee Pallickara, Shrideep Pallickara. 792-799 [doi]
• Dynamic Graph Node Classification via Time AugmentationJiarui Sun, Mengting Gu, Chin-Chia Michael Yeh, Yujie Fan, Girish Chowdhary 0001, Wei Zhang 0189. 800-805 [doi]
• Temporal Adaptive Aggregation Network for Dynamic Graph LearningMan Wu, Xingquan Zhu 0001. 806-811 [doi]
• Clustering-based Unsupervised Generative Relation ExtractionChenhan Yuan, Ryan A. Rossi, Andrew Katz, Hoda Eldardiry. 812-817 [doi]
• FedGSL: Federated Graph Structure Learning for Local Subgraph AugmentationGeng Zhao, Yi Huang, Chi Hsu Tsai. 818-824 [doi]
• Learning Dynamic Multimodal Implicit and Explicit Networks for Multiple Financial TasksGary Ang, Ee-Peng Lim. 825-834 [doi]
• bigg2vec: Fast and Memory-Efficient Representation Learning for Billion-Scale Graphs on a Single MachineMangesh Bendre, Mahashweta Das, Vineeth Rakesh, Fei Wang 0062, Hao Yang 0007. 835-843 [doi]
• AnyStreamKM: Anytime k-medoids Clustering for Streaming DataJagat Sesh Challa, Dhruv Rawat, Navneet Goyal, Poonam Goyal. 844-853 [doi]
• Improving Representation Learning for Session-based RecommendationTianwen Chen, Raymond Chi-Wing Wong. 854-863 [doi]
• Efficient and Scalable Implicit Graph Neural Networks with Virtual EquilibriumQi Chen, Yifei Wang 0001, Yisen Wang 0001, Jianlong Chang, Qi Tian 0001, Jiansheng Yang, Zhouchen Lin. 864-873 [doi]
• Forecasting Emerging Pandemics with Transfer Learning and Location-aware News AnalysisJing Chen, Germán Creamer, Yue Ning. 874-883 [doi]
• EFFGAN: Ensembles of fine-tuned federated GANsEbba Ekblom, Edvin Listo Zec, Olof Mogren. 884-892 [doi]
• Spatial Clustering Method of Historical AIS Data for Maritime Traffic Routes ExtractionLubna Eljabu, Mohammad Etemad, Stan Matwin. 893-902 [doi]
• Significant Digits: Using Large-Scale Blockchain Data to Predict Fraudulent AddressesJared Gridley, Oshani Seneviratne. 903-910 [doi]
• Heterogeneity-Aware Adaptive Federated Learning SchedulingJingoo Han, Ahmad Faraz Khan 0001, Syed Zawad, Ali Anwar 0001, Nathalie Baracaldo, Yi Zhou 0015, Feng Yan 0001, Ali Raza Butt. 911-920 [doi]
• Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural NetworkJiayue Han, Zhiqiang Cai, Zhiyou Wu, Xiang Zhou 0001. 921-930 [doi]
• IGRP: Iterative Gradient Rank Pruning for Finding Graph Lottery TicketPo-Wei Harn, Sai Deepthi Yeddula, Bo Hui, Jie Zhang, Libo Sun, Min-Te Sun, Wei-Shinn Ku. 931-941 [doi]
• Semi-supervised Embedding for Scalable and Accurate Time Series ClusteringAndrew Hill, Russell Bowler, Katerina J. Kechris, Farnoush Banaei Kashani. 942-951 [doi]
• Dynamic network of commodity futures market and systemic risk contribution of key commoditiesKe Huang, Jifeng Sun, Zuominyang Zhang, Ying Ye, Wenjian Hou. 952-961 [doi]
• Multiple Tiered Treatments Optimization with Causal Inference on Response DistributionTao Huang, Qingyang Li, Zhiwei Qin. 962-971 [doi]
• Deep Learning For Time Series Classification Using New Hand-Crafted Convolution FiltersAli Ismail-Fawaz, Maxime Devanne, Jonathan Weber, Germain Forestier. 972-981 [doi]
• Accurate PARAFAC2 Decomposition for Temporal Irregular Tensors with Missing ValuesJun-Gi Jang, Jeongyoung Lee, Jiwon Park, U Kang. 982-991 [doi]
• GQFormer: A Multi-Quantile Generative Transformer for Time Series ForecastingShayan Jawed, Lars Schmidt-Thieme. 992-1001 [doi]
• Robust and Resource-efficient Machine Learning Aided Viewport Prediction in Virtual RealityYuang Jiang, Konstantinos Poularakis, Diego Kiedanski, Sastry Kompella, Leandros Tassiulas. 1002-1013 [doi]
• SCM-VAE: Learning Identifiable Causal Representations via Structural KnowledgeAneesh Komanduri, Yongkai Wu, Wen Huang, Feng Chen 0001, Xintao Wu. 1014-1023 [doi]
• A Semi-Supervised Learning Approach for Abnormal Event Prediction on Large Network Operation Time-Series DataYijun Lin, Yao-Yi Chiang. 1024-1033 [doi]
• FEZ: Flexible and Efficient Zoom-In for Ultra-Large Image ClassificationCheng-Han Lu, Shih-Hao Hung. 1034-1043 [doi]
• Bundle entropy as an optimized measure of consumers' systematic product choice combinations in mass transactional dataRoberto Mansilla, Gavin Smith, Andrew Smith, James Goulding. 1044-1053 [doi]
• Physics-based multiple time-series univariate forecastingSumanta Mukherjee, Arindam Jati, Kanthi K. Sarpatwar, Roman Vaculín. 1054-1059 [doi]
• AdvCat: Domain-Agnostic Robustness Assessment for Cybersecurity-Critical Applications with Categorical InputsHelene Orsini, Hongyan Bao, Yujun Zhou, XiangRui Xu, Yufei Han, Longyang Yi, Wei Wang, Xin Gao 0001, Xiangliang Zhang 0001. 1060-1069 [doi]
• Role-Oriented Dynamic Network EmbeddingTing Pan, Wenjun Wang 0002, Minglai Shao, Yueheng Sun, Pengfei Jiao. 1070-1079 [doi]
• Randomize Adversarial Defense in a Light WayJi Young Park, Lin Liu 0003, Jixue Liu, Jiuyong Li. 1080-1089 [doi]
• Decomposed Transformer with Frequency Attention for Multivariate Time Series Anomaly DetectionShuxin Qin, Jing Zhu, Dan Wang, Liang Ou, Hongxin Gui, Gaofeng Tao. 1090-1098 [doi]
• Functional approach for Two Way Dimension Reduction in Time SeriesAniruddha Rajendra Rao, Haiyan Wang 0003, Chetan Gupta 0001. 1099-1106 [doi]
• WaveNets: Wavelet Channel Attention NetworksHadi Salman, Caleb Parks, Shi Yin Hong, Justin Zhan. 1107-1113 [doi]
• Exploring Multi-Time Context Vector and Randomness for Stock Movement PredictionKanghyeon Seo, Jihoon Yang. 1114-1123 [doi]
• A Unified Model for Bid Landscape Forecasting in the Mixed Auction Types of Real-Time BiddingSeonguk Seo, Jihye Ha, Jieun Shin, Sunah Kim, Taeho Hwang. 1124-1133 [doi]
• LLU-Swin: Low-Light Image Enhancement with U-shaped Swin TransformerLijiang Shao, Wenjin Wang, Shiguo Huang, Xiaolin Li. 1134-1141 [doi]
• Tab-HGNN: Learning Column Representation with Heterogeneous Graph Neural Network for Web Table InterpretationXingyu Su, Yanyan Shen. 1142-1151 [doi]
• AER: Auto-Encoder with Regression for Time Series Anomaly DetectionLawrence Wong, Dongyu Liu, Laure Berti-Équille, Sarah Alnegheimish, Kalyan Veeramachaneni. 1152-1161 [doi]
• PromptRGD: Prompt Learning with Relation-aware Gradient Denoising for Low-resource Relation ExtractionZihang Xu, Luoyi Fu, Xinbing Wang. 1162-1171 [doi]
• RGB Color Model Aware Computational Color Naming and Its Application to Data AugmentationZipei Yan, Linchuan Xu, Atsushi Suzuki, Jing Wang, Jiannong Cao 0001, Jun Huang 0003. 1172-1181 [doi]
• A Hybrid Model Based on NeuralProphet and Long Short-Term Memory for Time Series ForecastingZhaofeng Yu, Kun Niu, Xiao Chen, Zhijun Guo, Dongsheng Li. 1182-1191 [doi]
• AuxPOS: Improving Grammatical Correctness with Big Data Based Text SummarizationRui Zhang, Jianjun Yu, Yuanchun Zhou. 1192-1201 [doi]
• Profiling-free Configuration Adaptation and Latency-Aware Resource Scheduling for Video AnalyticsTian Zhou 0003, Fubao Wu, Lixin Gao 0001. 1202-1211 [doi]
• Sequential Anomaly Detection with Local and Global ExplanationsHe Cheng, Depeng Xu, Shuhan Yuan. 1212-1217 [doi]
• Fuzzy Law: Towards Creating a Novel Explainable Technology-Assisted Review System for e-DiscoveryCharles Courchaine, Ricky J. Sethi. 1218-1223 [doi]
• VWC-BERT: Scaling Vulnerability-Weakness-Exploit Mapping on Modern AI AcceleratorsSiddhartha Shankar Das, Mahantesh Halappanavar, Antonino Tumeo, Edoardo Serra, Alex Pothen, Ehab Al-Shaer. 1224-1229 [doi]
• FedLesScan: Mitigating Stragglers in Serverless Federated LearningMohamed Elzohairy, Mohak Chadha, Anshul Jindal, Andreas Grafberger, Jianfeng Gu, Michael Gerndt, Osama Abboud. 1230-1237 [doi]
• Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing UncertaintyYugo Fujimoto, Kei Nakagawa, Kentaro Imajo, Kentaro Minami. 1238-1245 [doi]
• Cyberbully Detection Using BERT with Augmented TextsXiaoyu Guo, Usman Anjum, Jusin Zhan. 1246-1253 [doi]
• Dynamic Graph Attention Recurrent Network for Traffic PredictionHuaxiong Yao, Jia Guo, Juntao Yang, ZuoQuan Xie, Renyi Chen, Mengling Hu. 1254-1259 [doi]
• Classification of Univariate Time Series via Temporal Abstraction and Deep LearningNevo Itzhak, Shahar Tal, Hadas Cohen, Osher Daniel, Roze Kopylov, Robert Moskovitch. 1260-1265 [doi]
• Predictive Masking for Semi-Supervised Graph Contrastive LearningYufei Jin, Xingquan Zhu. 1266-1271 [doi]
• A Generalized Multimodal Deep Learning Model for Early Crop Yield PredictionArshveer Kaur, Poonam Goyal, Kartik Sharma, Lakshay Sharma, Navneet Goyal. 1272-1279 [doi]
• Fast Support Vector Machine Using Singular Value DecompositionSabuj Laskar, Muhammad Abdullah Adnan. 1280-1285 [doi]
• MBAG: A Scalable Mini-Block Adaptive Gradient Method for Deep Neural NetworksJaewoo Lee. 1286-1291 [doi]
• A Convergence Theory for Federated Average: Beyond SmoothnessXiaoxiao Li, Zhao Song 0002, Runzhou Tao, Guangyi Zhang. 1292-1297 [doi]
• SHCN: Self-supervised General Hypergraph Clustering NetworkMengran Li, Xinglin Piao, Yong Zhang 0029, Yongli Hu, Baocai Yin. 1298-1303 [doi]
• Spatio-Temporal Based Architecture Topology Search for Multivariate Time Series PredictionXinqi Lyu, Yibo Chen, Jiamin Chen, Xiangyue Liu, Jianliang Gao. 1304-1309 [doi]
• Exploring the Target Distribution for Surrogate-Based Black-Box AttacksRaha Moraffah, Paras Sheth, Huan Liu 0001. 1310-1315 [doi]
• Enhancing Graph Convolutional Networks by Topology SamplingQuentin R. Petit, Chong Li, Serge G. Petiton, Kelun Chai, Nahid Emad. 1316-1323 [doi]
• Robust Learning with Noisy Label Detection and Counterfactual CorrectionWenting Qi, Charalampos Chelmis. 1324-1329 [doi]
• Label Denoising and Counterfactual Explanation with A Plug and Play FrameworkWenting Qi, Charalampos Chelmis. 1330-1335 [doi]
• Dynamic Cell Structure via Recursive-Recurrent Neural NetworksXin Qian, Matthew Kennedy, Diego Klabjan. 1336-1349 [doi]
• FVec2vec: A Fast Nonlinear Dimensionality Reduction Approach for General DataXiaoli Ren, Kefeng Deng, Kaijun Ren, Junqiang Song, Xiaoyong Li 0002, Qing Xu. 1350-1355 [doi]
• Critic-over-Actor-Critic Modeling: Finding Optimal Strategy in ICU EnvironmentsRiazat Ryan, Ming Shao. 1356-1361 [doi]
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• A tool for assisting in the forensic investigation of cyber-security incidentsKonstantinos Touloumis, Ariadni Michalitsi-Psarrou, Anna Georgiadou, Dimitris Askounis. 2630-2636 [doi]
• Anovos: A Scalable Feature Engineering LibraryAnindya Datta, Sangaralingam Kajanan, Sinuo Chen, Dat Tran, Sourjya Sen, Ravish Ranjan. 2637-2644 [doi]
• Project Artifacts for the Data Science Lifecycle: A Comprehensive OverviewChristian Haertel, Matthias Pohl, Daniel Staegemann, Klaus Turowski. 2645-2654 [doi]
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• Adaptive Method for Machine Learning Model Selection in Data Science ProjectsCristina Tavares, Nathalia Moraes do Nascimento, Paulo S. C. Alencar, Donald D. Cowan. 2682-2688 [doi]
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• FineCloud: Fine-grained Cloud Service Advisory using Machine LearningYasemin Orhun, Yigit Istanbullu, Ismail Ari. 2722-2727 [doi]
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• Big data analytics of predicting annual US Medicare billing claims with health servicesDillon Chrimes. 2747-5754 [doi]
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• Classification of Heart Sound using Tunable Q Wavelet Transform and Machine LearningGarima Thakur, Sitanshu Sekhar Sahu, Ying Xie, Sumit Chakravarty. 2800-2803 [doi]
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• Anomaly Detection for Public Transport and Air Pollution AnalysisPaolo Mignone, Donato Malerba, Michelangelo Ceci. 2867-2874 [doi]
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• SIMCal: A High-Performance Toolkit For Calibrating Traffic SimulationToan V. Tran, Seyedmehdi Khaleghian, Junxuan Zhao, Mina Sartipi. 2895-2902 [doi]
• Knowledge Graphs of the QAnon Twitter NetworkClay Adams, Malvina Bozhidarova, James Chen, Andrew Gao, Zhengtong Liu, J. Hunter Priniski, Junyuan Lin, Rishi Sonthalia, Andrea L. Bertozzi, P. Jeffrey Brantingham. 2903-2912 [doi]
• Dual Graphs of Polyhedral Decompositions for the Detection of Adversarial AttacksHuma Jamil, Yajing Liu, Christina Cole, Nathaniel Blanchard, Emily J. King, Michael Kirby, Christopher Peterson. 2913-2921 [doi]
• Uncertainty Visualization for Graph CoarseningFangfei Lan, Sourabh Palande, Michael Young, Bei Wang 0001. 2922-2931 [doi]
• A Survey of Explainable Graph Neural Networks for Cyber Malware AnalysisDana Warmsley, Alex Waagen, JieJun Xu, Zhining Liu, Hanghang Tong. 2932-2939 [doi]
• Saisiyat Is Where It Is At! Insights Into Backdoors And Debiasing Of Cross Lingual Transformers For Named Entity RecognitionRicardo A. Calix, Jj Ben-Joseph, Nina Lopatina, Ryan Ashley, Mona Gogia, George Sieniawski, Andrea Brennen. 2940-2949 [doi]
• Metaverse Security and Privacy: An OverviewZefeng Chen, Jiayang Wu, Wensheng Gan, Zhenlian Qi. 2950-2959 [doi]
• The Lannion report on Big Data and Security Monitoring ResearchLaurent d'Orazio, Jalil Boukhobza, Omer Rana, Juba Agoun, Le Gruenwald, Hervé Rannou, Elisa Bertino, Mohand-Saïd Hacid, Taofik Saïdi, Georges Bossert, Van Long Nguyen Huu, Dimitri Tombroff, Makoto Onizuka. 2960-2969 [doi]
• Benchmark of Data Preprocessing Methods for Imbalanced ClassificationRadovan Haluska, Jan Brabec, Tomás Komárek. 2970-2979 [doi]
• Darknet Analysis-Based Early Detection Framework for Malware Activity: Issue and Potential ExtensionChansu Han, Akira Tanaka, Takeshi Takahashi 0001. 2980-2988 [doi]
• Unsupervised Learning Approaches for Construction of Malware FamiliesAlexis J. Jackson, Krishnendu Ghosh. 2989-2996 [doi]
• Detecting Malware Activity Using Public Search DataIsmael Villanueva-Miranda, Monika Akbar. 2997-3006 [doi]
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• Dark patterns in e-commerce: a dataset and its baseline evaluationsYuki Yada, Jiaying Feng, Tsuneo Matsumoto, Nao Fukushima, Fuyuko Kido, Hayato Yamana. 3015-3022 [doi]
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• DBNex: Deep Belief Network and Explainable AI based Financial Fraud DetectionAbhimanyu Bhowmik, Madhushree Sannigrahi, Deepraj Chowdhury, Ashutosh Dhar Dwivedi, Raghava Rao Mukkamala. 3033-3042 [doi]
• Threat Miner - A Text Analysis Engine for Threat Identification Using Dark Web DataNathan Deguara, Junaid Arshad, Anum Paracha, Muhammad Ajmal Azad. 3043-3052 [doi]
• th GenerationDamilola Oladimeji, Bing Zhou. 3053-3062 [doi]
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• Evaluating Anti-Virus Effectiveness in LinuxGiuseppe Raffa, Daniele Sgandurra, Daniel O'Keeffe. 3071-3080 [doi]
• On the Potential of Using ERP Business and System Data for Fraud DetectionJonas Schnepf, Paula Vetter, Tarik Temel, Bernd Scheuermann, Lars Schmidt-Thieme. 3081-3091 [doi]
• Secure Implementation of Artificial Intelligence Applications for Anti-Money Laundering using Confidential ComputingRichard Searle, Prabhanjan Gururaj, Anubhav Gupta, Kiran Kannur. 3092-3098 [doi]
• Cyber Security of Electric Vehicle Charging Infrastructure: Open Issues and RecommendationsInna Skarga-Bandurova, Igor Kotsiuba, Tetiana Biloborodova. 3099-3106 [doi]
• BioSentEval: An Evaluation Toolkit for Chinese Medical Sentence RepresentationMingjun Gu, Wenqian Cui, Xiangling Fu. 3107-3111 [doi]
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• Improving the performance of disease detection from chest X-ray images using deep learningDuong Hong Nguyen, Iwao Fujino. 3118-3123 [doi]
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• Real-time Multi-granular Analytics Framework for HIT SystemsByung H. Park, SangKeun Lee, Özgür Özmen, Mohit Kumar, Merry Ward, Jonathan R. Nebeker. 3441-3446 [doi]
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• Integrated Data Mapping Engine (DaME) for Financial ServicesShubhi Asthana, Ruchi Mahindru. 3462-3471 [doi]
• Applying NLP Techniques to Classify Businesses by their International Standard Industrial Classification (ISIC) CodeHannah Béchara, Ran Zhang, Shuzhou Yuan, Slava Jankin. 3472-3477 [doi]
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• Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution ShiftMatthew Caron. 3486-3495 [doi]
• Long Short-Term Memory Neural Network for Financial Time SeriesCarmina Fjellström. 3496-3504 [doi]
• Hierarchical Multi-task Learning for Enterprise Risk Detection from Financial DocumentsXurui Li, Kaiyuan Liu, Rui Zhu, Yangyang Kang, Changlong Sun, Kaisong Song, Xiaozhong Liu. 3505-3508 [doi]
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• NLP for Responsible Finance: Fine-Tuning Transformer-Based Models for ESGStefan Pasch, Daniel Ehnes. 3532-3536 [doi]
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• Relationship between environmental management efforts and corporate performanceHiroshi Sugeno, Aki-Hiro Sato. 3557-3566 [doi]
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• Attention-Aware Multi-modal RNN for Deception DetectionShun-Wen Hsiao, Cheng-Yuan Sun. 3593-3596 [doi]
• Simulating Fake News Dissemination on Twitter with Multivariate Hawkes ProcessesYichen Jiang, Michael D. Porter. 3597-3606 [doi]
• Truth or Fiction: Multimodal Learning Applied to Earnings CallsJamshed Kaikaus, Jessen L. Hobson, Robert J. Brunner. 3607-3612 [doi]
• Radiopaths: Deep Multimodal Analysis on Chest RadiographsMohammad Kohankhaki, Ahmad Ayad, Mahdi Barhoush, Bastian Leibe, Anke Schmeink. 3613-3621 [doi]
• Multimodal Lyrics-Rhythm MatchingCallie C. Liao, Duoduo Liao, Jesse Guessford. 3622-3630 [doi]
• SQ2SV: Sequential Queries to Sequential Videos retrievalInjin Paek, Nayoung Choi, Seongjin Ha, Yuheun Kim, Min Song. 3631-3634 [doi]
• Multimodal Deep Homography Estimation Using a Domain Adaptation Generative Adversarial NetworkThomas Pouplin, Hughes Perreault, Benoit Debaque, Marc-Antoine Drouin, Nicolas Duclos-Hindie, Sébastien Roy 0001. 3635-3641 [doi]
• EBEM: An Enhanced Bi-encoder Model for Word Sense DisambiguationXianglong Xiao, Hongguang Xu, Ke Xu 0015. 3642-3650 [doi]
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• Optimizing the Descendant-Aware Clustering ParametersSukhwan Jung, Aviv Segev. 3675-3683 [doi]
• Wikidata-lite for Knowledge Extraction and ExplorationPhuc Nguyen 0001, Hideaki Takeda 0001. 3684-3686 [doi]
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• Leveraging Reinforcement Learning for Task Resource Allocation in Scientific WorkflowsJonathan Bader, Nicolas Zunker, Soeren Becker 0001, Odej Kao. 3714-3719 [doi]
• Distributed Node Classification with Graph Attention NetworksRoberto Corizzo, Terry Slenn. 3720-3725 [doi]
• ReAssigner: A Plug-and-Play Virtual Machine Scheduling Intensifier for Heterogeneous RequestsHaochuan Cui, Junjie Sheng, Bo Jin 0003, Yiqiu Hu, Li Su, Lei Zhu, Wenli Zhou, Xiangfeng Wang. 3726-3734 [doi]
• Discovering Limitations of Image Quality Assessments with Noised Deep Learning Image SetsWei Dai, Daniel Berleant. 3735-3744 [doi]
• FaST: An Efficient Framework For Visualizing Large-Scale Time SeriesManele Ait Habouche, Mickaël Kerboeuf, Goulven Guillou, Jean-Philippe Babau. 3745-3754 [doi]
• Text Spotting in Natural Scenes Based on Feature Pyramid Neural NetworkChien-Kang Huang, Guojhen Liou. 3755-3762 [doi]
• Outlier Detection Based on Stacked Autoencoder and Gaussian Mixture ModelJing Li, Pengbo Lv, Huijun Li, Wanghu Chen. 3763-3769 [doi]
• TAED: Topic-Aware Event DetectionYan Liang 0004, Christan Grant. 3770-3779 [doi]
• CH3: A Mixed Workload Benchmark for Scalable NoSQLMehnaz Tabassum Mahin, Bo-Chun Wang, Kamini Jagtiani, Michael Carey, Keshav Murthy. 3780-3789 [doi]
• Low-Energy Convolutional Neural Networks (CNNs) using Hadamard MethodVarun Mannam. 3790-3795 [doi]
• Usage-Based Decision Tree for Telco Churn PredictionBing Ni, Brandon Wu. 3796-3805 [doi]
• IoT for Rail Transportation: The Case of RailigentSimon Frederic Dietlmeier, Rob Jago Floetgen, Julius Bock, Florian Urmetzer. 3806-3813 [doi]
• Digitalization and the Transport Industry - Are we Ready?John M. Easton. 3814-3820 [doi]
• Analysis of Airfare during Pandemic: A Multi-Agent Based Modeling ApproachAbdul Mutakabbir, Chung-Horng Lung, Samuel A. Ajila. 3821-3830 [doi]
• A Graph-based Analysis Approach to Cluster Lifetime DynamicsIvens Portugal, Paulo Alencar 0001, Donald D. Cowan. 3831-3837 [doi]
• Towards STUB 2.0: Using Graph-Based World States in Hyperledger Besu to Facilitate Distributed Transport TicketingJoseph D. Preece, Christopher Morris 0002, John M. Easton. 3838-3844 [doi]
• Analysis of route efficiency in city bus transportation vulnerable areasNamsik Yoon, Innjun Choi, Sung Woo Kang. 3845-3853 [doi]
• Uncertainty of Traffic Congestion Estimation Using Nationwide Pseudo Trip Data and Agent-Based SimulationAayush Tewari, Yanbo Pang, Yoshihide Sekimoto. 3854-3863 [doi]
• A Genetic Algorithm For Boolean Semiring Matrix Factorization With Applications To Graph MiningGeorgios Drakopoulos, Phivos Mylonas. 3864-3870 [doi]
• Clustering High-Dimensional Social Media Datasets sutilizing Graph MiningAndreas Kanavos, Gerasimos Vonitsanos, Phivos Mylonas. 3871-3880 [doi]
• A Hybrid Ensemble Deep Learning Approach for Emotion ClassificationChristos N. Karras, Aristeidis Karras, Dimitrios Tsolis, Markos Avlonitis, Spyros Sioutas. 3881-3890 [doi]
• Feature Selection For High Dimensional Data Using Supervised Machine Learning TechniquesLazaros K, Sotiris K. Tasoulis, Aristidis G. Vrahatis, Vassilis P. Plagianakos. 3891-3894 [doi]
• Hybrid Approximate Nearest Neighbor Indexing and Search (HANNIS) for Large Descriptor DatabasesM. M. Mahabubur Rahman, Jelena Tesic. 3895-3902 [doi]
• Manifold Curvature Estimation for Neural NetworksAli Sekmen, Bahadir Bilgin. 3903-3908 [doi]
• KGIQ: Scalable Translation of User-Specified Examples into Knowledge-Graph QueriesJing Ao, Rada Chirkova. 3909-3918 [doi]
• Blockchain based Secure Group Data Collaboration in Cloud with Differentially Private Synthetic Data and Trusted Execution EnvironmentUzair Javaid, Zhen Li, Muhammad Naveed Aman, Dongxu Shao, Kevin Yee, Biplab Sikdar 0001. 3919-3927 [doi]
• A Short Survey on the User Cold Start Problem in Recommender Systems: Metadata and Meta-Learning MethodsHao Jiang, Jingying Zhou, Allan Stewart, Haixun Wang. 3928-3934 [doi]
• Where did you tweet from? Inferring the origin locations of tweets based on contextual informationRabindra Lamsal, Aaron Harwood, Maria Rodriguez Read. 3935-3944 [doi]
• Prospect-Net: Top-K Retrieval Problem Using Prospect TheoryReza Yousefi Maragheh, Ramin Giahi, Jianpeng Xu, Lalitesh Morishetti, Shanu Vashishtha, Kaushiki Nag, Jason H. D. Cho, Evren Körpeoglu, Sushant Kumar, Kannan Achan. 3945-3951 [doi]
• Understanding Levels of Automation in Human-Machine CollaborationGlaucia Melo dos Santos, Nathalia Moraes do Nascimento, Paulo Alencar 0001, Donald D. Cowan. 3952-3958 [doi]
• Preserving Privacy Integration and Mining for Big Temporal Co-occurrence PatternsAnifat M. Olawoyin, Carson K. Leung. 3959-3968 [doi]
• Posteriori Trust: Behavior Driven Trust on a Network Graph at ScalePrince Paulraj, Elijah Hall, Ana Armenta, Mark Austin. 3969-3974 [doi]
• Toward Data Cleaning with a Target Accuracy: A Case Study for Value NormalizationAdel Ardalan, Derek Paulsen, Amanpreet Singh Saini, Walter Cai, AnHai Doan. 3975-3981 [doi]
• Improving Character Recognition by the Crowd Workers via Corrective FeedbackBijoly Saha Bhattacharya, Biswajit Mandal, Arindam Biswas, Malay Bhattacharyya 0001. 3982-3985 [doi]
• Owro: A Novel Robot For Sitting Posture Training Based On Adaptive Human Robot InteractionKatia Bourahmoune, Karlos Ishac, Marc Carmichael, Toshiyuki Amagasa. 3986-3991 [doi]
• Crowd-Aided Anomaly Detection in Surveillance VideosRyuya Itano, Tomoya Nohara, Takahiro Koita. 3992-3994 [doi]
• Efficient Evaluation of AI Workers for the Human+AI Crowd Task AssignmentTomoya Kanda, Hiroyoshi Ito, Atsuyuki Morishima. 3995-4001 [doi]
• A SHAP-based Active Learning Approach for Creating High-Quality Training DataNailcan Kara, Yagiz Levent Gume, Umit Tigrak, Gokce Ezeroglu, Serdar Mola, Omer Burak Akgun, Arzucan Özgür. 4002-4008 [doi]
• Image Geolocation by Non-Expert Crowd Workers with an Expert StrategySeungun Kim, Masaki Matsubara, Atsuyuki Morishima. 4009-4013 [doi]
• DelphAI: A human-centered approach to time-series forecastingKristina L. Kupferschmidt, Joshua August Gus Skorburg, Graham W. Taylor. 4014-4020 [doi]
• An adaptive human-in-the-loop approach to emission detection of Additive Manufacturing processes and active learning with computer visionXiao Liu, Alan F. Smeaton, Alessandra Mileo. 4021-4027 [doi]
• Explainable Recommendation Using Knowledge Graphs and Random WalksKaname Muto, Satoshi Oyama, Itsuki Noda. 4028-4023 [doi]
• Multispeaker Identification System using Crowdsourcing-based MethodKazumu Nakahira, Shun Kuroiwa, Takahiro Koita. 4033-4034 [doi]
• Graph Neural Network Tells Us Who is the Communication EnhancerHiroaki Tanaka, Yuuma Jitsunari, Wataru Yamada, Keiichi Ochiai, Shoko Wakamiya, Eiji Aramaki. 4035-4039 [doi]
• Multi-Armed Bandit Approach to Qualification Task Assignment across Multi Crowdsourcing PlatformsYunyi Xiao, Yu Yamashita, Hiroyoshi Ito, Masaki Matsubara, Atsuyuki Morishima. 4040-4048 [doi]
• PostMe: Unsupervised Dynamic Microtask Posting For Efficient and Reliable CrowdsourcingRyo Yanagisawa, Susumu Saito, Teppei Nakano, Tetsunori Kobayashi, Tetsuji Ogawa. 4049-4054 [doi]
• Using Big Data and Machine Learning for Multilayered Surveillance for Healthy Food Environment and DietFares Belkhiria, Jian-Yun Nie, Catherine Paquet, Raja Sengupta, Antonia Gieschen, Byomkesh Talukder, Shawn Brown, Laurette Dubé. 4055-4064 [doi]
• SciFoodNER: Food Named Entity Recognition for Scientific TextGjorgjina Cenikj, Gasper Petelin, Barbara Korousic-Seljak, Tome Eftimov. 4065-4073 [doi]
• Predefined domain specific embeddings of food concepts and recipes: A case study on heterogeneous recipe datasetsGordana Ispirova, Tome Eftimov, Barbara Korousic-Seljak. 4074-4083 [doi]
• Privacy-preserving & machine-learned catchment models for national dietary surveillance via digital footprint dataGavin Long, John Harvey, Gavin Smith, Georgiana Nica-Avram, Gregor Engelmann, James Goulding. 4084-4087 [doi]
• Heterogeneity in feature importance and prediction performance for sales at the market and store levels: the case of branded yogurt products in QuebecCameron McRae, Jian-Yun Nie, Laurette Dubé. 4088-4096 [doi]
• Learning Robust Food Ontology AlignmentViktorija Mijalcheva, Ana Davcheva, Sasho Gramatikov, Milos Jovanovik, Dimitar Trajanov, Riste Stojanov. 4097-4104 [doi]
• Ill-fated interactions: modeling complaints on a food waste fighting platformGeorgiana Nica-Avram, Vanja Ljevar, John Harvey, Ines Branco-Illodo, Samanthika Gallage, James Goulding. 4105-4109 [doi]
• A Semisupervised Approach to Predicting a Twitch Streamer's Growth based on the Game StreamedAndrew Dybka, Dominic Kocjan, Samuel A. Ajila. 4110-4119 [doi]
• Using CNN-LSTM Model for Weather ForecastingMichael Fan, Omar Imran, Arka Singh, Samuel A. Ajila. 4120-4125 [doi]
• Comparison of Consensus Building Processes by Different Reach Patterns on Opinion DynamicsMakoto Fujii. 4126-4132 [doi]
• Influence of a leader and in-group pressure in opinion dynamics modelYunosuke Hori. 4133-4139 [doi]
• DVM-CAR: A Large-Scale Automotive Dataset for Visual Marketing Research and ApplicationsJingMin Huang, Bowei Chen 0001, Lan Luo, Shigang Yue, Iadh Ounis. 4140-4147 [doi]
• Bayesian Ensembled Knowledge Extraction Strategy for Online Portfolio SelectionAbhishek Kumar, Aviv Segev. 4148-4156 [doi]
• Aggregate Learning for Mixed Frequency DataTakamichi Toda, Daisuke Moriwaki, Kazuhiro Ota. 4157-4165 [doi]
• Restaurant Sales Forecasting with Feature Interaction-learning Mechanism-based Neural Network ModelXin Yang, Tetsuya Tsuboi, Keisuke Kimura, Keitarou Hangai, Maiko Shigeno. 4166-4172 [doi]
• 2A: A Multi-Scale Spatial Aggregation Framework for Visual Place RecognitionGe Cui, Wei Wang, Hao Zhang. 4173-4180 [doi]
• ADIU:An Antiquarian Document Image Unwarping DatasetShenlu Liu, Kangliang Liu. 4181-4186 [doi]
• Scene Text Recognition with Heuristic Local AttentionTianlong Ma, Xiangcheng Du, Yanlong Wang, Xiutao Cui. 4187-4194 [doi]
• EFD: A New Benchmark for Load Identification and Energy DisaggregationZiheng Sun, Haochen Ye, Kangliang Liu. 4195-4200 [doi]
• Dual Priors Network for RGB-D Salient Object DetectionYuewang Xu, Li Zhao 0005, Shaoli Cao, Shijie Feng. 4201-4209 [doi]
• Self-Supervised Person Re-Identification with Channel-Wise TransformerZian Ye, Chaoqun Hong, Zhiqiang Zeng, Weiwei Zhuang. 4210-4217 [doi]
• Personalized Federated Contrastive LearningYupei Zhang, Yunan Xu, Shuangshuang Wei, Yifei Wang, Yuxin Li, Xuequn Shang. 4218-4225 [doi]
• Threat Modeling for Machine Learning-Based Network Intrusion Detection SystemsHuda Ali Alatwi, Charles Morisset. 4226-4235 [doi]
• Analysis of Label-Flip Poisoning Attack on Machine Learning Based Malware DetectorKshitiz Aryal, Maanak Gupta, Mahmoud Abdelsalam. 4236-4245 [doi]
• Simple and Efficient Identification of Personally Identifiable Information on a Public WebsiteCaitlin Brown, Charles Morisset. 4246-4255 [doi]
• Federated Learning Attacks and Defenses: A SurveyYao Chen, Yijie Gui, Hong Lin, Wensheng Gan, Yongdong Wu. 4256-4265 [doi]
• Building Cybersecurity Ontology for Understanding and Reasoning Adversary Tactics and TechniquesChiao-Cheng Huang, Pei-Yu Huang, Ying-Ren Kuo, Guo-Wei Wong, Yi-Ting Huang, Yeali S. Sun, Meng Chang Chen. 4266-4274 [doi]
• Fraud Detection Using Optimized Machine Learning Tools Under Imbalance ClassesMary Isangediok, Kelum Gajamannage. 4275-4284 [doi]
• A User and Entity Behavior Analytics Log Data Set for Anomaly Detection in Cloud ComputingMax Landauer, Florian Skopik, Georg Höld, Markus Wurzenberger. 4285-4294 [doi]
• MATE: Summarizing Alerts to Interpretable Outcomes with MITRE ATT&CKDerek Lin. 4295-4302 [doi]
• Improving Conversational Recommender Systems via Knowledge Graph-based Semantic Fusion with Historical Interaction DataThamizhiniyan Pugazhenthi, Huizhi Liang. 4303-4312 [doi]
• Fast Illegal Webpage Detection Algorithm Based on Massive Domain Name Resolution RecordsYue Su, Botao Peng, Xiaodong Li. 4313-4322 [doi]
• Factor Detection Task of Cyberbullying Using the Deep Learning ModelYu-Hsuan Wu, Sheng-Wei Huang, Wei-Yi Chung, Chen-Chia Yu, Jheng-Long Wu. 4323-4329 [doi]
• Cross-Lingual Propaganda DetectionWenshan Zhang, Xi Zhang. 4330-4336 [doi]
• Discovering Similar Spike Patterns in High Dimensional Biomedical SignalsSikder Tahsin Al-Amin, Robin Varghese, David Lloyd, Maria A. Gonzalez-Gonzalez, Mario I. Romero-Ortega, Carlos Ordonez 0001. 4337-4345 [doi]
• Siamese Neural Networks for Skin Cancer Classification and New Class Detection using Clinical and Dermoscopic Image DatasetsMichael Luke Battle, Amir Atapour Abarghouei, Andrew Stephen McGough. 4346-4355 [doi]
• Monitoring and Improving Personalized Sleep Quality from Long-Term LifelogsWenbin Gan, Minh-Son Dao, Koji Zettsu. 4356-4364 [doi]
• The Impact of COVID-19 on Human Mobility: A Case Study on New YorkXinchen Hao, Renhe Jiang, Jiewen Deng, Xuan Song 0001. 4365-4374 [doi]
• Explainable Deep Learning to Profile Mitochondrial Disease Using High Dimensional Protein Expression DataAtif Khan, Conor Lawless, Amy E. Vincent, Satish Pilla, Sushanth Ramesh, A. Stephen McGough. 4375-4384 [doi]
• ASDCLAIMS: Twitter Dataset of Claims on Autism Spectrum DisorderMichelle YoungJin Kim, Junghwan Kim, Bryan Woosung Kim, Kristen Marie Johnson, Jee-In Kim. 4385-4389 [doi]
• Tracking trajectories of multiple long-term conditions using dynamic patient-cluster associationsRon Kremer, Syed Mohib Raza, Fabiola Eto, John Casement, Christian Atallah, Sarah Finer, Dennis Lendrem, Michael Barnes, Nick J. Reynolds, Paolo Missier. 4390-4399 [doi]
• Blood Cells Counting and Localisation through Deep Learning Object DetectionFrancesco Mercaldo, Fabio Martinelli, Antonella Santone, Mario Cesarelli. 4400-4409 [doi]
• On the Use of Conventional Neural Networks for COVID-19 Detection in CT-Scan Images: A Comparative Study and Performance AnalysisMenglin Niu, Larbi Boubchir, Boubaker Da