Stan Matwin

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Publications in SciGraph latest 50 shown

  • 2021-11-10 Understanding evolution of maritime networks from automatic identification system data in GEOINFORMATICA
  • 2021-10-04 Representation and analysis of spatiotemporal encounters published in online social networks in SOCIAL NETWORK ANALYSIS AND MINING
  • 2021-07-03 Examining the impact of cross-domain learning on crime prediction in JOURNAL OF BIG DATA
  • 2021-02-02 Give more data, awareness and control to individual citizens, and they will help COVID-19 containment in ETHICS AND INFORMATION TECHNOLOGY
  • 2020-08-07 Building navigation networks from multi-vessel trajectory data in GEOINFORMATICA
  • 2020-06-15 SWS: an unsupervised trajectory segmentation algorithm based on change detection with interpolation kernels in GEOINFORMATICA
  • 2020-05-06 CB-DBSCAN: A Novel Clustering Algorithm for Adjacent Clusters with Different Densities in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2020-05-06 Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2020-05-06 Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2020-05-06 Wise Sliding Window Segmentation: A Classification-Aided Approach for Trajectory Segmentation in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2020-04-30 Marine Mammal Species Classification Using Convolutional Neural Networks and a Novel Acoustic Representation in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES
  • 2020-04-30 Black Box Explanation by Learning Image Exemplars in the Latent Feature Space in MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES
  • 2020-01-04 Predicting Fishing Effort and Catch Using Semantic Trajectories and Machine Learning in MULTIPLE-ASPECT ANALYSIS OF SEMANTIC TRAJECTORIES
  • 2019-11-25 Discovering Tourist Attractions of Cities Using Flickr and OpenStreetMap Data in ADVANCES IN TOURISM, TECHNOLOGY AND SMART SYSTEMS
  • 2019-10-10 Task Adaptive Metric Space for Medium-Shot Medical Image Classification in MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION – MICCAI 2019
  • 2019-04-11 Computational modelling and data-driven techniques for systems analysis in JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
  • 2018-04-06 Predicting Crime Using Spatial Features in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2018-04-06 Dimensionality Reduction and Visualization by Doubly Kernelized Unit Ball Embedding in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2018-04-06 One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2018-04-06 Predicting Transportation Modes of GPS Trajectories Using Feature Engineering and Noise Removal in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2017-04-27 Special issue on discovery science in MACHINE LEARNING
  • 2017-04-14 Privacy-Related Aspects and Techniques in ENCYCLOPEDIA OF MACHINE LEARNING AND DATA MINING
  • 2017-04-11 Deep Multi-cultural Graph Representation Learning in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2017-04-11 Reflexive Regular Equivalence for Bipartite Data in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2016-07-13 Ensembles of label noise filters: a ranking approach in DATA MINING AND KNOWLEDGE DISCOVERY
  • 2016-05-13 Fishing Activity Detection from AIS Data Using Autoencoders in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2015-12-30 MUSETS: Diversity-Aware Web Query Suggestions for Shortening User Sessions in FOUNDATIONS OF INTELLIGENT SYSTEMS
  • 2015-10-28 Cluster Summarization with Dense Region Detection in KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT
  • 2015-07-19 Meta-MapReduce for scalable data mining in JOURNAL OF BIG DATA
  • 2015-06-28 Personal Privacy Protection in Time of Big Data in CHALLENGES IN COMPUTATIONAL STATISTICS AND DATA MINING
  • 2015-06-23 Sanitization of Call Detail Records via Differentially-Private Bloom Filters in DATA AND APPLICATIONS SECURITY AND PRIVACY XXIX
  • 2015-05-20 A fast and noise resilient cluster-based anomaly detection in PATTERN ANALYSIS AND APPLICATIONS
  • 2015-04-29 A Density-Penalized Distance Measure for Clustering in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2015-04-29 Privacy-aware Wrappers in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2015-04-29 Incremental Cluster Updating Using Gaussian Mixture Model in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2015-04-28 Learning from Imbalanced Data Using Ensemble Methods and Cluster-Based Undersampling in NEW FRONTIERS IN MINING COMPLEX PATTERNS
  • 2014-08-22 A Review of Attribute Disclosure Control in ADVANCED RESEARCH IN DATA PRIVACY
  • 2014 Ensemble of Multiple Kernel SVM Classifiers in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2014 Task Oriented Privacy Preserving Data Publishing Using Feature Selection in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2014 Processing OLAP Queries over an Encrypted Data Warehouse Stored in the Cloud in DATA WAREHOUSING AND KNOWLEDGE DISCOVERY
  • 2014 Weka-SAT: A Hierarchical Context-Based Inference Engine to Enrich Trajectories with Semantics in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2013-08-23 Dream sentiment analysis using second order soft co-occurrences (SOSCO) and time course representations in JOURNAL OF INTELLIGENT INFORMATION SYSTEMS
  • 2013-02-15 A review on particle swarm optimization algorithm and its variants to clustering high-dimensional data in ARTIFICIAL INTELLIGENCE REVIEW
  • 2013 An Ensemble Method Based on AdaBoost and Meta-Learning in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2013 How to Extract Relevant Knowledge from Tweets? in INFORMATION SEARCH, INTEGRATION AND PERSONALIZATION
  • 2013 Privacy-Preserving Data Mining Techniques: Survey and Challenges in DISCRIMINATION AND PRIVACY IN THE INFORMATION SOCIETY
  • 2013 Improvements to Boosting with Data Streams in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2013 Detecting Health-Related Privacy Leaks in Social Networks Using Text Mining Tools in ADVANCES IN ARTIFICIAL INTELLIGENCE
  • 2013 Inner Ensembles: Using Ensemble Methods Inside the Learning Algorithm in ADVANCED INFORMATION SYSTEMS ENGINEERING
  • 2013 Cost-Sensitive Boosting Algorithms for Imbalanced Multi-instance Datasets in ADVANCES IN ARTIFICIAL INTELLIGENCE
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