Abstract is missing.
- Mining Mavericks - A data-driven approach to detect spend leakagePriyadarshi, Anish Chaugule, Maitreya Natu. 1-2 [doi]
- Overfitting Measurement of Deep Neural Networks Using No DataSatoru Watanabe, Hayato Yamana. 1-10 [doi]
- V2W-BERT: A Framework for Effective Hierarchical Multiclass Classification of Software VulnerabilitiesSiddhartha Shankar Das, Edoardo Serra, Mahantesh Halappanavar, Alex Pothen, Ehab Al-Shaer. 1-12 [doi]
- Misalignment problem in matrix decomposition with missing valuesSofia Fernandes 0001, Mário Antunes 0001, Diogo Gomes 0001, Rui L. Aguiar. 1-2 [doi]
- The use of machine learning to identify the correctness of HS Code for the customs import declarationsHao Chen, Ben van Rijnsoever, Marcel Molenhuis, Dennis van Dijk, Yao-Hua Tan, Boriana Rukanova. 1-8 [doi]
- Interpretable Summaries of Black Box Incident Triaging with Subgroup DiscoveryYoucef Remil, Anes Bendimerad, Marc Plantevit, Céline Robardet, Mehdi Kaytoue. 1-10 [doi]
- Explainable Artificial Intelligence for Data Science on Customer ChurnCarson K. Leung, Adam G. M. Pazdor, Joglas Souza. 1-10 [doi]
- Opportunistic Resource Allocation driven by pattern recognition to attain High Availability in Vision based Edge Compute SystemsMuhammad Sibtain Hamayun, Olga Ivina. 1-3 [doi]
- Interpretable Prediction of Diabetes from Tabular Health Screening Records Using an Attentional Neural NetworkYuki Oba, Taro Tezuka, Masaru Sanuki, Yukiko Wagatsuma. 1-11 [doi]
- Anytime Subgroup Discovery in High Dimensional Numerical DataRomain Mathonat, Diana Nurbakova, Jean-François Boulicaut, Mehdi Kaytoue. 1-10 [doi]
- Sequential Dependency Enhanced Graph Neural Networks for Session-based RecommendationsWei Guo, Shoujin Wang, Wenpeng Lu, Hao Wu, Qian Zhang, Zhufeng Shao. 1-10 [doi]
- A Sequential Framework Towards an Exact SDP Verification of Neural NetworksZiye Ma, Somayeh Sojoudi. 1-8 [doi]
- CAUSALYSIS: Causal Machine Learning for Real-Estate Investment DecisionsRodrigo Rivera-Castro, Evgeny Burnaev. 1-3 [doi]
- Dynamic Graph Convolutional LSTM application for traffic flow estimation from error-prone measurements: results and transferability analysisSafa Boudabous, Stéphan Clémençon, Houda Labiod, Julian Garbiso. 1-10 [doi]
- PEAR: A Product Expiry-Aware and Revenue-Conscious Itemset Placement SchemeAnirban Mondal, Raghav Mittal, Vrinda Khandelwal, Parul Chaudhary, P. Krishna Reddy. 1-10 [doi]
- A Framework for Statistically-Sound Customer Segment SearchSihem Amer-Yahia, Laure Berti-Équille, Abdelouahab Chibah. 1-10 [doi]
- A Generalized Optimization Embedded Framework of Undersampling Ensembles for Imbalanced ClassificationHongjiao Guan, Yingtao Zhang, Bin Ma, Jian Li, Chunpeng Wang. 1-10 [doi]
- Learning Fashion Similarity Based on Hierarchical Attribute EmbeddingCairong Yan, Anan Ding, Yanting Zhang, Zijian Wang. 1-8 [doi]
- A Neural Network Architecture with an Attention-based Layer for Spatial Prediction of Fine Particulate MatterLuis E. Colchado, Edwin Villanueva, José Ochoa Luna. 1-10 [doi]
- Online Ensemble Aggregation using Deep Reinforcement Learning for Time Series ForecastingAmal Saadallah, Katharina Morik. 1-8 [doi]
- NEDRL-CIM: Network Embedding Meets Deep Reinforcement Learning to Tackle Competitive Influence Maximization on Evolving Social NetworksKhurshed Ali, Chih-Yu Wang, Mi-Yen Yeh, Cheng-Te Li, Yi-Shin Chen. 1-9 [doi]
- Learning User Preferences Without FeedbacksWei Zhang, Chris Challis. 1-2 [doi]
- A Multilayer Network Perspective on Customer Segmentation Through Cashless Payment DataAlessia Galdeman, Cheick Tidiane Ba, Matteo Zignani, Sabrina Gaito. 1-10 [doi]
- Combining Static and Dynamic Analysis to Improve Machine Learning-based Malware ClassificationRajchada Chanajitt, Bernhard Pfahringer, Heitor Murilo Gomes. 1-10 [doi]
- Adaptive Noisy Data Augmentation for Regularized Construction of Undirected Graphical ModelsYinan Li, Fang Liu, Xiao Liu. 1-10 [doi]
- Embed2Detect: Temporally Clustered Embedded Words for Event Detection in Social Media: Extended AbstractHansi Hettiarachchi, Mariam Adedoyin-Olowe, Jagdev Bhogal, Mohamed Medhat Gaber. 1-2 [doi]
- Explaining Multimodal Errors in Autonomous VehiclesLeilani H. Gilpin, Vishnu Penubarthi, Lalana Kagal. 1-10 [doi]
- Resolving the message riddle: A multi-pronged approach to infer trouble ticketsVikrant Shimpi, Aakash Patel, Siddartha Kshirsagar, Maitreya Natu, Monika Bhave. 1-2 [doi]
- Dynamic Graph Convolutional LSTM application for traffic flow estimation from error-prone measurements: results and transferability analysisSafa Boudabous, Stéphan Clémençon, Houda Labiod, Julian Garbiso. 1-10 [doi]
- ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection on Attributed NetworksYulong Pei, Tianjin Huang, Werner van Ipenburg, Mykola Pechenizkiy. 1-2 [doi]
- Extracting Cancer Treatments from Clinical Text written in Spanish: A Deep Learning ApproachOswaldo Solarte Pabón, Alberto Blázquez-Herranz, Maria Torrente, Alejandro Rodríguez González, Mariano Provencio, Ernestina Menasalvas. 1-6 [doi]
- Two-Phase Multi-armed Bandit for Online RecommendationCairong Yan, Haixia Han, Zijian Wang, Yanting Zhang. 1-8 [doi]
- ZipLine: An Optimized Algorithm for the Elastic Bulk Synchronous Parallel ModelXing Zhao, Manos Papagelis, Aijun An, Bao Xin Chen, Junfeng Liu, Yonggang Hu. 1-2 [doi]
- Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance ProblemsDuc Anh Nguyen, Jiawen Kong, Hao Wang 0025, Stefan Menzel, Bernhard Sendhoff, Anna V. Kononova, Thomas Bäck. 1-9 [doi]
- Migrate On-Premises Real-Time Data Analytics Jobs Into the CloudHuijun Wu, Xiaoyao Qian, Hulya Pamukcu Crowell, Tushar Singh, Aleks Shulman, Prashil Bhimani, Abhishek Maloo, Chunxu Tang, Yao Li, Lu Zhang, Chris Ulherr. 1-2 [doi]
- Feature-Option-Action: A domain adaption transfer reinforcement learning frameworkYunxiao Zhang, Xiaochuan Zhang, Tianlong Shen, Yuan Zhou, Zhiyuan Wang. 1-12 [doi]
- Machine Learning Model for Frailty Detectxion using Electric Power Consumption Data from Smart MeterKijun Kim, Shimpei Ohsugi, Noboru Koshizuka. 1-9 [doi]
- AssistML: A Concept to Recommend ML Solutions for Predictive Use CasesAlejandro Gabriel Villanueva Zacarias, Christian Weber 0005, Peter Reimann 0002, Bernhard Mitschang. 1-12 [doi]
- Predictive maintenance based on anomaly detection using deep learning for air production unit in the railway industryNarjes Davari, Bruno Veloso, Rita P. Ribeiro, Pedro Mota Pereira, João Gama 0001. 1-10 [doi]
- On the Use of Class Activation Maps in Remote Sensing: the case of Illegal LandfillsRocio Nahime Torres, Piero Fraternali, Andrea Biscontini. 1-10 [doi]
- Active Learning for Imbalanced Domains: the ALOD and ALOD-RE AlgorithmsMayukh Bhattacharjee, Hema Sri Kambhampati, Paula Branco, Luís Torgo. 1-10 [doi]
- Efficient Modeling of Digital Shadows for Production Processes: A Case Study for Quality Prediction in High Pressure Die Casting ProcessesArnab Chakrabarti, Ravi Prasanna Sukumar, Matthias Jarke, Maximilian Rudack, Paul Buske, Carlo Holly. 1-9 [doi]
- Improving Portuguese Semantic Role Labeling with Transformers and Transfer LearningSofia Oliveira, Daniel Loureiro, Alípio Jorge. 1-9 [doi]
- Individual Survival Curves with Conditional Normalizing FlowsGuillaume Ausset, Tom Ciffreo, François Portier, Stéphan Clémençon, Timothée Papin. 1-10 [doi]
- Explainable clustering with multidimensional bounding boxesMichal Kuk, Szymon Bobek, Grzegorz J. Nalepa. 1-10 [doi]
- Time-Aware Tensor Decomposition for Sparse TensorsDawon Ahn, Jun-Gi Jang, U Kang. 1-2 [doi]
- Analyzing Cultural Assimilation through the Lens of Yelp Restaurant ReviewsZaiqian Chen, Joonsuk Park. 1-10 [doi]
- Leveraging Latent Economic Concepts and Sentiments in the News for Market PredictionSaeede Anbaee Farimani, Majid Vafaei Jahan, Amin Milani Fard, Gholamreza Haffari. 1-10 [doi]
- Discovery of Patient Phenotypes through Multi-layer Network Analysis on the Example of TinnitusClara Puga, Uli Niemann, Vishnu Unnikrishnan, Miro Schleicher, Winfried Schlee, Myra Spiliopoulou. 1-10 [doi]
- Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy BusesMohammed Ghaith Altarabichi, Yuantao Fan, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk. 1-6 [doi]
- Non-Technical Losses Detection in Energy Consumption Focusing on Energy Recovery and Explainability: Extended AbstractBernat Coma-Puig, Josep Carmona. 1-2 [doi]
- Ordinal Regression with Explainable Distance Metric Learning Based on Ordered Sequences: Extended AbstractJuan-Luis Suárez, Salvador García, Francisco Herrera. 1-2 [doi]
- XPROAX-Local explanations for text classification with progressive neighborhood approximationYi Cai, Arthur Zimek, Eirini Ntoutsi. 1-10 [doi]
- A Unified Framework for Closed-Form Nonparametric Regression, Classification, Preference and Mixed Problems with Skew Gaussian ProcessesAlessio Benavoli, Dario Azzimonti, Dario Piga. 1-2 [doi]
- DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali LanguageMd. Rezaul Karim 0001, Sumon Kanti Dey, Tanhim Islam, Sagor Sarker, Mehadi Hasan Menon, Kabir Hossain, Md. Azam Hossain, Stefan Decker. 1-10 [doi]
- 3M-Transformers for Event Coding on Organized Crime DomainErick Skorupa Parolin, Latifur Khan, Javier Osorio, Patrick T. Brandt, Vito D'Orazio, Jennifer S. Holmes. 1-10 [doi]
- A Data-Driven Approach based on Tensor Completion for Replacing "Physical Sensors" with "Virtual Sensors"Noorali Raeeji Yanehsari, Hadi Fanaee-T, Mahmoud Rahat. 1-6 [doi]
- Early Classification of Time Series: Cost-based multiclass AlgorithmsPaul-Emile Zafar, Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire 0001. 1-10 [doi]
- Predicting batch process to prevent business outagesSatya Samudrala, Neha Behl, Vikrant Shimpi, Deepa Vaidyanathan, Maitreya Natu. 1-2 [doi]
- DaskDB: Scalable Data Science with Unified Data Analytics and In Situ Query ProcessingAlex Watson, Suvam Kumar Das, Suprio Ray. 1-10 [doi]
- Explainable anomaly detection for Hot-rolling industrial processJakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa. 1-10 [doi]
- Soft-Churn: Optimal Switching between Prepaid Data Subscriptions on E-SIM support SmartphonesPatrick Hosein 0001, Gabriela Sewdhan, Aviel Jailal. 1-6 [doi]
- RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classificationMichal Koziarski, Colin Bellinger, Michal Wozniak 0001. 1-2 [doi]
- A generic framework for forecasting short-term traffic conditions on urban highwaysSeif-Eddine Attoui, Maroua Meddeb. 1-10 [doi]
- Predicting hybrid vehicles' fuel and electric consumption using multitask learningVenkata Sai Vivek Uddagiri, Shankara Narayanan Bangalore Ramalingam, Mahmoud Rahat, Peyman Sheikholharam Mashhadi. 1-6 [doi]
- motif2vec: Semantic-aware Representation Learning for Wearables' Time Series DataSuwen Lin, Xian Wu, Nitesh V. Chawla. 1-10 [doi]
- Hybrid Recommender System for Detection of Rare Cases Applied to Pulsar Candidate SelectionDi Pang, Katerina Goseva-Popstojanova, Maura Mclaughlin. 1-10 [doi]
- Deep Learning and Multivariate Time Series for Cheat Detection in Video GamesJosé Pedro Pinto, André Pimenta, Paulo Novais. 1-2 [doi]
- Constructing Global Coherence Representations: Identifying Interpretability and Coherences of Transformer Attention in Time Series DataLeonid Schwenke, Martin Atzmueller. 1-12 [doi]
- Adversarially Generating Rank-Constrained GraphsWilliam Shiao, Evangelos E. Papalexakis. 1-8 [doi]
- Towards Treatment Patterns Validation in Lung Cancer PatientsArturo Redondo, Belén Ríos-Sánchez, Guillermo Vigueras, Belén Otero, Roberto Hernández, Maria Torrente, Ernestina Menasalvas, Mariano Provencio, Alejandro Rodríguez González. 1-8 [doi]
- Unsupervised Tensor based Feature Extraction and Outlier Detection for Multivariate Time SeriesKiyotaka Matsue, Mahito Sugiyama. 1-12 [doi]
- Atlastic Reputation AI: Four Years of Advancing and Applying a SOTA NLP ClassifierViet Yen Nguyen, Andréa B. Duque, Jules Belveze, Lukas D. Baker, Astrid Harsaae, Pedro Pessoa, Inês Oliveira. 1-2 [doi]
- Conditional t-SNE: More informative t-SNE embeddingsBo Kang, Dario García-García, Jefrey Lijffijt, Raúl Santos-Rodríguez, Tijl De Bie. 1-2 [doi]
- Centrality-based Interpretability Measures for Graph EmbeddingsShima Khoshraftar, Sedigheh Mahdavi, Aijun An. 1-10 [doi]
- MLife: A Lite Framework for Machine Learning Lifecycle InitializationCong Yang, Wenfeng Wang, Yunhui Zhang, Zhikai Zhang, Lina Shen, Yipeng Li, John See. 1-2 [doi]
- Parallel Multi-Graph Convolution Network For Metro Passenger Volume PredictionFuchen Gao, Zhanquan Wang, Zhenguang Liu. 1-10 [doi]
- Analyzing and Repairing Concept Drift Adaptation in Data Stream ClassificationBen Halstead, Yun Sing Koh, Patricia Riddle, Russel Pears, Mykola Pechenizkiy, Albert Bifet, Gustavo Olivares, Guy Coulson. 1-2 [doi]
- An Overview on Supervised Semi-structured Data ClassificationLijun Zhang, Ning Li, Zhanhuai Li. 1-10 [doi]
- Towards optimized actions in critical situations of soccer games with deep reinforcement learningPegah Rahimian, Afshin Oroojlooy, László Toka. 1-12 [doi]
- A Personalized Overdraft Protection FrameworkKaresia Ramlal, Patrick Hosein 0001. 1-8 [doi]
- Tensor Decision Trees for Continual Learning from Drifting Data StreamsBartosz Krawczyk. 1-2 [doi]
- A Full-Stack Machine Learning Environment for Rapidly Evolving Industry ApplicationsKayla Robinson, Chris Billman, Muktesh Masih, Kevin Rose, Xi Wang, Kyle Hundman. 1-3 [doi]
- Source detection on networks using spatial temporal graph convolutional networksHao Sha, Mohammad Al Hasan, George O. Mohler. 1-11 [doi]
- Reducing Unintended Bias of ML Models on Tabular and Textual DataGuilherme Alves 0001, Maxime Amblard, Fabien Bernier, Miguel Couceiro, Amedeo Napoli. 1-10 [doi]
- Classification of Space Particle Events using Supervised Machine Learning AlgorithmsRijad Saric, Junchao Chen, Milos Krstic, Edhem Custovic, Goran Panic, Jasmin Kevric, Dejan Jokic. 1-10 [doi]
- A Neural Approach for Detecting Morphological AnalogiesSafa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro. 1-10 [doi]
- Bayesian Independence Test with Mixed-type VariablesAlessio Benavoli, Cassio P. de Campos. 1-13 [doi]
- Decoupling Autoencoders for Robust One-vs-Rest ClassificationMax Lübbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa. 1-10 [doi]