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2012, IFIP Advances in Information and Communication Technology, ISBN 9783642334085, Volume 381, Issue 1
Book Chapter
2008, Lecture Notes in Computer Science, ISBN 9783540681243, Volume 5012
Record linkage is a central task when information from different sources is integrated. Record linkage models use so-called blockers for reducing the search... 
Computer Science | Data Mining and Knowledge Discovery | Information Storage and Retrieval | Artificial Intelligence (incl. Robotics) | Computer Appl. in Administrative Data Processing | Multimedia Information Systems | Probability and Statistics in Computer Science
Book Chapter
AI Communications, ISSN 0921-7126, 01/2008, Volume 21, Issue 4, pp. 231 - 247
Collaborative tagging systems allow users to assign keywords -- so called "tags" -- to resources. Tags are used for navigation, finding resources and... 
Journal Article
2013 IEEE 25th International Conference on Tools with Artificial Intelligence, ISSN 1082-3409, 11/2013, pp. 24 - 29
Conference Proceeding
2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI), ISSN 1082-3409, 11/2015, Volume 2016-, pp. 72 - 79
Recent work has demonstrated that hyperparameter optimization within the sequential model-based optimization (SMBO) framework is generally possible. This... 
Sequential Model-Based Optimization | Computational modeling | Hyperparameter Optimization | Optimization methods | Predictive models | Multilayer perceptrons | Model Choice | Data models | Kernel | Maps | Conferences | Data sets | Mathematical models | Artificial intelligence | Expert systems | Optimization
Conference Proceeding
2006, Lecture Notes in Computer Science, ISBN 9783540332060, Volume 3918, 10
The growth of Internet commerce has provoked the use of Recommender Systems (RS). Adequate datasets of users and products have always been demanding to better... 
Computer Science | Database Management | Information Storage and Retrieval | Artificial Intelligence (incl. Robotics) | Computer Appl. in Administrative Data Processing | Multimedia Information Systems | Probability and Statistics in Computer Science | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Book Chapter
Proceedings of the 25th ACM International on conference on information and knowledge management, 10/2016, Volume 24-28-, pp. 1973 - 1976
Previous research on content-based geolocation in general has developed prediction methods via conducting pre-partitioning and applying classification methods.... 
matrix factorization | twitter | regression | geolocation | Regression | Twitter | Matrix factorization | Geolocation
Conference Proceeding
2010, Lecture Notes in Computer Science, ISBN 3642137687, Volume 6076, Issue 1
The intuition behind ensembles is that different prediciton models compensate each other’s errors if one combines them in an appropriate way. In case of large... 
Information Systems Applications (incl.Internet) | Computer Science | Database Management | Information Storage and Retrieval | Artificial Intelligence (incl. Robotics) | Computation by Abstract Devices | Algorithm Analysis and Problem Complexity | model selection | Ensemble
Book Chapter
09/2019
Parametric models, and particularly neural networks, require weight initialization as a starting point for gradient-based optimization. In most current... 
Journal Article
09/2019
Amharic is the official language of the Federal Democratic Republic of Ethiopia. There are lots of historic Amharic and Ethiopic handwritten documents... 
Journal Article
11/2017
Time series shapelets are discriminative sub-sequences and their similarity to time series can be used for time series classification. Initial shapelet... 
Computer Science - Learning
Journal Article
Studies in Classification, Data Analysis, and Knowledge Organization, ISSN 1431-8814, 2014, Volume 47, pp. 189 - 197
Conference Proceeding
2015 Seventh International Conference on Knowledge and Systems Engineering (KSE), 10/2015, pp. 61 - 66
Student Modeling is an important part of an Intelligent Tutoring System. The student model tracks information of individual student (e.g., Time spent on... 
Multi-relational Matrix Factorization | Intelligent Systems | Predictive models | Metadata | Linear programming | Student Modeling | Mathematical model | Recommender systems | Predicting student performance | Recommender Systems | Tasks | Conferences | Students | Data sets | Mathematical models | Modelling | Factorization
Conference Proceeding
Book Chapter
2014 International Conference on Connected Vehicles and Expo (ICCVE), ISSN 2378-1289, 11/2014, pp. 565 - 570
This paper examines intelligent lane change models based on the cooperation among connected vehicles for traffic management and travel time optimization. Lane... 
Connected vehicles | Delays | Roads | Fuels | Acceleration | Vehicles | Traffic flow | Braking | Cooperation | Traffic engineering | Fuel consumption | Lane changes | Optimization
Conference Proceeding
2005, Lecture Notes in Computer Science, ISBN 3540292446, Volume 3721, 8
In this paper we investigate the relationship between closed itemset mining, the complete pruning technique and item ordering in the Apriori algorithm. We... 
Computer Science | Database Management | Information Storage and Retrieval | Artificial Intelligence (incl. Robotics) | Document Preparation and Text Processing | Probability and Statistics in Computer Science | Mathematical Logic and Formal Languages | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Book Chapter
CEUR Workshop Proceedings, ISSN 1613-0073, 2015, Volume 1455, pp. 15 - 26
Conference Proceeding
Proceedings of the National Conference on Artificial Intelligence, 06/2015, Volume 2, pp. 1380 - 1386
Conference Proceeding
CEUR Workshop Proceedings, ISSN 1613-0073, 2014, Volume 1183, p. 161
Conference Proceeding
12/2013
Time-series classification is an important domain of machine learning and a plethora of methods have been developed for the task. In comparison to existing... 
Computer Science - Learning
Journal Article
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