Table of Contents

• Graph Reachability Pruning: Adaptive Data Reduction for Inexact Subgraph MatchingFranklin Abodo, Phillip Marvin, Joanna Brown. 1-5 [doi]
• PropInit: Scalable Inductive Initialization for Heterogeneous Graph Neural NetworksSoji Adeshina, Jian Zhang, Muhyun Kim, Min Chen, Rizal Fathony, Advitiya Vashisht, Jia Chen, George Karypis. 6-13 [doi]
• Certified Data Removal in Sum-Product NetworksAlexander Becker, Thomas Liebig. 14-21 [doi]
• An Optimization Approach to Automatic Construction of Browsable Concept Index for Organizing Online Educational ContentAssma Boughoula, Kevin Ros, ChengXiang Zhai. 22-31 [doi]
• SUMSHINE: Scalable Unsupervised Multi-Source Heterogeneous Information Network EmbeddingsTsai Hor Chan, Chi Ho Wong, Jiajun Shen, Guosheng Yin. 32-39 [doi]
• Matrix Profile XXVII: A Novel Distance Measure for Comparing Long Time SeriesAudrey Der, Chin-Chia Michael Yeh, Renjie Wu 0001, JunPeng Wang, Yan Zheng 0001, Zhongfang Zhuang, Liang Wang 0047, Wei Zhang, Eamonn J. Keogh. 40-47 [doi]
• Multihop: Leveraging Complex Models to Learn Accurate Simple ModelsAmit Dhurandhar, Tejaswini Pedapati. 48-55 [doi]
• Distilling Business Value from COVID - 19 Public Media Dataset with Machine Learning and Natural Language ProcessingTracey Etheridge, Guang Lu, Janna Lipenkova. 56-63 [doi]
• Enhancing Graph Variational Autoencoder for Short Text Topic Modeling with Mutual Information MaximizationYuhang Ge, Xuegang Hu. 64-70 [doi]
• An Architecture and a Methodology Enabling Interoperability within and across UniversitiesFausto Giunchiglia, Vincenzo Maltese, Amarsanaa Ganbold, Alessio Zamboni. 71-78 [doi]
• Mining Literature-Based Knowledge Graph for Predicting Combination Therapeutics: A COVID-19 Use CaseAhmed Abdeen Hamed, Jakub Jonczyk, Mohammad Zaiyan Alam, Ewa Deelman, Byung Suk Lee. 79-86 [doi]
• Clustering by peak mergingMinseok Han, Jong-Seok Lee. 87-96 [doi]
• A Spectral Measure for Network Robustness: Assessment, Design, and EvolutionShengmin Jin, Rui Ma, Jiayu Li, Sara Eftekharnejad, Reza Zafarani. 97-104 [doi]
• Sequence-Structure Embeddings via Protein Language Models Improve on Prediction TasksAnowarul Kabir, Amarda Shehu. 105-112 [doi]
• Deep Associative ClassifierMd. Rayhanul Kabir, Samridhi Vaid, Nitakshi Sood, Osmar R. Zaïane. 113-122 [doi]
• An Efficient Storage Scheme for Sustainable Development Goals Data Over Distributed Knowledge Graph StoresIrene Kilanioti, George Angelos Papadopoulos. 123-130 [doi]
• Two is Better Than One: Dual Embeddings for Complementary Product RecommendationsGiorgi Kvernadze, Putu Ayu G. Sudyanti, Nishan Subedi, Mohammad Hajiaghayi. 131-140 [doi]
• Language Style Matters: Personality Prediction from Textual Styles LearningMeiling Li, Hezi Liu, Bin Wu 0001, Ting Bai. 141-148 [doi]
• AOP-Miner: Approximate Order-Preserving Pattern Mining for Time SeriesYan Li, Jin Liu, Yingchun Guo, Jing Liu, Youxi Wu. 149-156 [doi]
• A Generative Adversarial Net Assisted Method for User Intention Recognition on Imbalanced DatasetZhiyuan Li, Zhou Jin, Rujing Wang, Jie Ji, Haiyan Liu. 157-163 [doi]
• BlabKG: a Knowledge Graph for the Blue AmazonPedro de M. Ligabue, Anarosa Alves Franco Brandão, Sarajane Marques Peres, Fábio Gagliardi Cozman, Paulo Pirozelli. 164-171 [doi]
• BSG-Net: A Blind Super-resolution Guided Network for Improving Ultrasound Image SegmentationXingtao Lin, Xiaogen Zhou, Tong Tong 0001, Xingqing Nie, Luoyan Wang, Zhiqiang Li. 172-179 [doi]
• HMM-Boost: Improved Time Series State Prediction Via Supervised Hidden Markov Models: Case Studies in Epileptic Seizure and Complex Care ManagementGeorgios Mavroudeas, Malik Magdon-Ismail, Xiao Shou, Kristin P. Bennett. 180-187 [doi]
• Progressive Feature Upgrade in Semi-supervised Learning on Tabular DomainMorteza Mohammady Gharasuie, Fenjiao Wang. 188-195 [doi]
• Unsupervised DeepView: Global Explainability of Uncertainties for High Dimensional DataCarina Newen, Emmanuel Müller. 196-202 [doi]
• Graph Modeling in Computer Assisted Automotive DevelopmentAnahita Pakiman, Jochen Garcke. 203-210 [doi]
• Self-Knowledge Distillation from Target-Embedding AutoEncoder for Multi-Label ClassificationQizheng Pan, Ming Yan, Guoqi Li, Jianmin Li, Ying Ma. 210-216 [doi]
• An Asynchronously Alternative Stochastic Gradient Descent Algorithm for Efficiently Parallel Latent Feature Analysis on Shared-MemoryWen Qin, Xin Luo. 217-224 [doi]
• Scalable Multi-Instance Multi-Shape Support Vector Machine for Whole Slide Breast HistopathologyHoon Seo, Lodewijk Brand, Lucia Saldana Barco, Hua Wang 0007. 225-232 [doi]
• HTransE: Hybrid Translation-based Embedding for Knowledge GraphsAkshay Shah, Bonaventure C. Molokwu, Ziad Kobti. 233-240 [doi]
• Deep Semantic-Enhanced Event Detection via Symmetric Graph Convolutional NetworkChenchen Sun, Xingrui Zhuo, Zhenya Lu, Chenyang Bu, Gongqing Wu. 241-248 [doi]
• Multi-Sentence Matching via Exploiting List-level Semantics ExpansionRuijun Sun, Zhi Li, Qi Liu 0003, Zhefeng Wang, Xinyu Duan, Baoxing Huai, Nicholas Jing Yuan. 249-256 [doi]
• Learning from Crowds with Mutual Correction-Based Co-TrainingNianshang Tian, Ming Wu, Jiqiong Jiang, Jing Zhang. 257-264 [doi]
• A Method for Discovering Novel Classes in Tabular DataColin Troisemaine, Joachim Flocon-Cholet, Stéphane Gosselin, Sandrine Vaton, Alexandre Reiffers-Masson, Vincent Lemaire 0001. 265-274 [doi]
• Transfer Naïve Bayes Learning using Augmentation and Stacking for SMS Spam DetectionCihan Ulus, Zhiqiang Wang, Sheikh M. A. Iqbal, K. Md. Salman Khan, Xingquan Zhu. 275-282 [doi]
• Multi-Kernel-FM: A Multi-Embedding & Kernelization Factorization Machine Framework for CTR PredictionYijun Wang, Kaibo Xu. 283-288 [doi]
• A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter DatasetYu Wang 0091, Vijay Srinivasan, Hongxia Jin. 289-296 [doi]
• A New Design of VQA System based on Weighted Contextual FeaturesYu Wang 0091, Vijay Srinivasan, Hongxia Jin. 297-304 [doi]
• Label Enhanced Event Detection with Collective Knowledge and Heterogeneous GraphGongqing Wu, Zhenya Lu, Zhuochun Miao, Xingrui Zhuo, Zan Zhang. 305-312 [doi]
• Multiple Anomaly Alignments on Network TrafficsNannan Wu, Ning Zhang, Qingcheng Lu, Jie Zhang, Wenjun Wang 0002, Ying Sun 0005, Siddharth Bhatia 0001. 313-320 [doi]
• HUSS: A Heuristic Method for Understanding the Semantic Structure of SpreadsheetsXindong Wu 0001, Hao Chen, Chenyang Bu, Shengwei Ji, Zan Zhang, Victor S. Sheng. 329-336 [doi]
• VREN: Volleyball Rally Dataset with Expression Notation LanguageHaotian Xia, Rhys Tracy, Yun Zhao 0001, Erwan Fraisse, Yuan-Fang Wang, Linda R. Petzold. 337-346 [doi]
• Inference Calibration of Neural Network ModelsXiaohu Xie, Reza Madankan, Kairui Wu. 347-354 [doi]
• QUBO Decision Tree: Annealing Machine Extends Decision Tree SplittingKoichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara. 355-364 [doi]
• Multi-time Predictions of Wildfire Grid Map using Remote Sensing Local DataHyung-Jin Yoon, Petros G. Voulgaris. 365-372 [doi]
• Hierarchy-Aware Temporal Knowledge Graph EmbeddingJiaming Zhang, Hong Yu. 373-380 [doi]
• Weighted Transformer for Dialect Speech RecognitionMinghan Zhang, Fei Xie, Fuliang Weng. 381-385 [doi]
• Foreign Accent Conversion using Concentrated AttentionXuexue Zang, Fei Xie, Fuliang Weng. 386-391 [doi]
• Time Series Anomaly Detection for Smart Grids via Multiple Self-Supervised Tasks LearningZhenyu Zhang, Zhao Li 0007, Dongyang Cai, Shuming Feng, Jiawei Miao, Yirun Guan, Haicheng Tao, Jie Cao. 392-397 [doi]