Table of Contents

• Domain-Specific Modeling of User Knowledge in Informational Search SessionsRui Tang, Ran Yu 0001, Markus Rokicki, Ralph Ewerth, Stefan Dietze. [doi]
• Machine Learning Model Development for Space Weather Forecasting in the IonosphereRanda Natras, Michael Schmidt. [doi]
• A Closer Look at Evaluation Measures for Ordinal QuantificationTetsuya Sakai. [doi]
• Knowledge Driven Approach to Auto-Generate Digital Twins for Industrial PlantsAmar Banerjee, Subhrojyoti C., Barnali B., Dhankshinamoorthy R., Rajesh N., Venkatesh Choppella. [doi]
• Machine Learning Methods for Detecting Fraud in Online MarketplacesRaoul Dekou, Sabljic Savo, Simon Kufeld, Diana Francesca, Ricardo Kawase. [doi]
• Interpretable and Robust Face VerificationPreetam Prabhu Srikar Dammu, Srinivasa Rao Chalamala, Ajeet Kumar Singh, Bayya Yegnanarayana. [doi]
• Hyperspectral Denoising: From Conventional Techniques Towards Deep Learning OnesBehnood Rasti, Pedram Ghamisi. [doi]
• Region-Growing Fully Convolutional Networks for Hyperspectral Image Classification with Point-Level SupervisionYonghao Xu, Pedram Ghamisi. [doi]
• Multi-scale Agent-based Models in Immunology. A Short ReviewMarzio Pennisi. [doi]
• Spatiotemporal Weather Data Predictions with Shortcut Recurrent-Convolutional Networks: A Solution for the Weather4cast ChallengeJussi Leinonen. [doi]
• Point-Based Weakly Supervised Deep Learning for Water Extraction from High-Resolution Remote Sensing ImageryMing Lu, Leyuan Fang, Yi Zhang. [doi]
• Mixture Proportion Estimation in Weakly Supervised LearningMasashi Sugiyama. [doi]
• Measuring Software Security Using Improved CWE Base ScoreSabrina Mamtaz Nourin, Foteini C. Argiropoulos, George Karabatis. [doi]
• A Privacy Framework for Hierarchical Federated LearningDebmalya Biswas, Krishnamurthy Vidyasankar. [doi]
• FORCE on Nextflow: Scalable Analysis of Earth Observation Data on Commodity ClustersFabian Lehmann, David Frantz, Sören Becker, Ulf Leser, Patrick Hostert. [doi]
• An Entropy Heuristic to Optimize Decision Diagrams for Index-driven Search in Biological Graph DatabasesNicola Licheri, Elvio Amparone, Vincenzo Bonnici, Rosalba Giugno, Marco Beccuti. [doi]
• Spatiotemporal Swin-Transformer Network for Short Time Weather ForecastingAlabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis. [doi]
• LeQua @ CLEF 2022: A Shared Task for Evaluating Quantification SystemsAndrea Esuli, Alejandro Moreo, Fabrizio Sebastiani 0001. [doi]
• Knowledge Injection via ML-based Initialization of Neural NetworksLars Hoffmann, Christian Bartelt, Heiner Stuckenschmidt. [doi]
• Uncertainty-Aware Graph-Based Multimodal Remote Sensing Detection of Out-Of-Distribution SamplesIain Rolland, Andrea Marinoni, Sivasakthy Selvakumaran. [doi]
• An Improved Method of Automated Nonparametric Content Analysis for Social ScienceGary King, Connor Jerzak, Anton Strezhnev.
• On the Exploitation of Heterophily in Graph-Based Multimodal Remote Sensing Data AnalysisCatherine Taelman, Saloua Chlaily, Eduard Khachatrian, Fons van der Sommen, Andrea Marinoni. [doi]
• L1 and L2 Regularized Deep Residual Network Model for Automated Detection of Myocardial Infarction (Heart Attack) Using Electrocardiogram SignalsArijit Ukil, Leandro Marín, Antonio J. Jara. [doi]
• Large-Scale Hyperspectral Image Clustering Using Contrastive LearningYaoming Cai, Yan Liu, Zijia Zhang, Zhihua Cai, Xiaobo Liu. [doi]
• Pitfalls in Quantification AssessmentWaqar Hassan, André Gustavo Maletzke, Gustavo Batista. [doi]
• QuaPy: A Publicly Available Python-Based Software Library for QuantificationAlejandro Moreo, Andrea Esuli, Fabrizio Sebastiani 0001. [doi]
• Black-Box Adversarial Entry in Finance through Credit Card Fraud DetectionAkshay Agarwal 0001, Nalini K. Ratha. [doi]
• Efficient Spatio-temporal Weather Forecasting Using U-NetAkshay Punjabi, Pablo Izquierdo-Ayala. [doi]
• A Triangulation Perspective for Search as LearningNilavra Bhattacharya, Jacek Gwizdka. [doi]
• SURF based Security of Remote Sensing Images by Encrypted WatermarkUzair Aslam Bhatti, Zhaoyuan Yu, Linwang Yuan, Saqib Ali Nawaz, Mughair Aslam Bhatti. [doi]
• Powering COVID-19 Community Q&A with Curated Side InformationManisha Verma, Kapil Thadani, Shaunak Mishra. [doi]
• Change Detection for Hyperspectral Imagery Based on Multi-layer Cascade Screening StrategyLian Liu, Danfeng Hong, LianRu Gao. [doi]
• Syntactic Knowledge-Infused Transformer and BERT ModelsDhanasekar Sundararaman, Vivek Subramanian, Guoyin Wang 0002, Shijing Si, Dinghan Shen, Dong Wang, Lawrence Carin. [doi]
• A Privacy-aware Computation Offloading Method for Virtual Reality ApplicationKai Peng, Peichen Liu, Tao Huang. [doi]
• Towards Very-Low Latency Storm Nowcasting through AI-Based On-Board Satellite Data ProcessingRobert Hinz, Álvaro Morón, Juan Ignacio Bravo, Murray Kerr, Cecilia Marcos, Antonio LaTorre, Francisco Membibre. [doi]
• On the Impact of Features and Classifiers for Measuring Knowledge Gain during Web Search - A Case StudyWolfgang Gritz, Anett Hoppe, Ralph Ewerth. [doi]
• Solving Unconverged Learning of Pairs Trading Strategies with Representation Labeling MechanismWei-Lun Kuo, Tian-Shyr Dai, Wei-Che Chang. [doi]
• End-to-End CNN-CRFs for Multi-date Crop Classification Using Multitemporal Remote Sensing Image SequencesLaura Elena Cue La Rosa, Dário Augusto Borges Oliveira, Raul Queiroz Feitosa. [doi]
• A Variational U-Net for Weather ForecastingPak Hay Kwok, Qi Qi. [doi]
• Interpretable Electronic Transfer Fraud Detection with Expert Feature ConstructionsYu-Yen Hsin, Tian-Shyr Dai, Yen-Wu Ti, Ming Chuan Huang. [doi]
• PROVENANCE: An Intermediary-Free Solution for Digital Content VerificationBilal Yousuf, M. Atif Qureshi, Brendan Spillane, Gary Munnelly, Oisín Carroll, Matthew Runswick, Kirsty Park, Owen Conlan, Jane Suiter. [doi]
• ADOR: A New Medical Dataset for Sentiment-based IRMohammad Bahrani, Thomas Roelleke. [doi]
• The Use of the Twitter Graphs for Analysing User Emotion for BusinessGerasimos Rompolas, Konstantina Karavoulia. [doi]
• Histogram-based Deep Neural Network for QuantificationPablo González, Juan José del Coz. [doi]
• An Intelligent Mediation Platform for Smart Contracts in BlockchainIrene Kafeza. [doi]
• Commonsense Reasoning: How do Neuro-Symbolic and Neuro-only Approaches Compare?Ruben Branco, António Branco, João M. Silva, João Rodrigues 0001. [doi]
• A Review on Recent Advances in Video-based Learning Research: Video Features, Interaction, Tools, and TechnologiesEvelyn Navarrete, Anett Hoppe, Ralph Ewerth. [doi]
• Hyperspectral Anomaly Detection based on Low-rank Structure ExplorationShizhen Chang, Pedram Ghamisi. [doi]
• Convolutional Neural Network-based a Novel Deep Trend Following Strategy for Stock Market TradingJagdish Chakole, Manish P. Kurhekar. [doi]
• Towards Geographical Aware Neural Networks for Geospatial Vector Data: A Case Study on Land Use and Land Cover ClassificationMarvin Mc Cutchan, Ioannis Giannopoulos. [doi]
• Explainable and Personalized Privacy PredictionPreetam Prabhu Srikar Dammu, Srinivasa Rao Chalamala, Ajeet Kumar Singh. [doi]
• Minimising Quantifier Variance under Prior Probability ShiftDirk Tasche. [doi]
• Utilizing UNet for the Future Weather Prediction: Weather4cast 2021Sungbin Choi. [doi]
• A graph neural network for fuzzy Twitter graphsGeorgios Drakopoulos, Eleanna Kafeza, Phivos Mylonas, Spyros Sioutas. [doi]
• Graph Neural Sparsification for Hyperspectral Image Classification with Local and Global ConsistencyHaojie Hu, Minli Yao, Fang He, Fenggan Zhang. [doi]