SLDS

Publications

2015

Hua-zhen Wang, Xin Liu, Ilia Nouretdinov, Zhiyuan Luo
A Comparison of Three Implementations of Multi-Label Conformal Prediction. SLDS (2015)
Lars Carlsson, Ernst Ahlberg, Henrik Boström, Ulf Johansson, Henrik Linusson
Modifications to p-Values of Conformal Predictors. SLDS (2015)
Alexey Romanenko
Aggregation of Adaptive Forecasting Algorithms Under Asymmetric Loss Function. SLDS (2015)
Andrea Murari, Emmanuele Peluso, Michela Gelfusa, Michele Lungaroni, Pasqualino Gaudio
How to Handle Error Bars in Symbolic Regression for Data Mining in Scientific Applications. SLDS (2015)
Ulf Johansson, Ernst Ahlberg, Henrik Boström, Lars Carlsson, Henrik Linusson, Cecilia Sönströd
Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors. SLDS (2015)
Carlo Drago, Carlo Lauro, Germana Scepi
Visualization and Analysis of Multiple Time Series by Beanplot PCA. SLDS (2015)
Bernard Colin, Jules de Tibeiro, François Dubeau
Optimal Coding for Discrete Random Vector. SLDS (2015)
Erik Acorn, Nikolaos Dipsis, Tamar Pincus, Kostas Stathis
Sit-to-Stand Movement Recognition Using Kinect. SLDS (2015)
Evgeny Burnaev, Maxim Panov
Adaptive Design of Experiments Based on Gaussian Processes. SLDS (2015)
Andreas Henelius, Kai Puolamäki, Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström, Panagiotis Papapetrou
GoldenEye++: A Closer Look into the Black Box. SLDS (2015)
Clauber Gomes Bezerra, Bruno Sielly Jales Costa, Luiz Affonso Guedes, Plamen Parvanov Angelov
RDE with Forgetting: An Approximate Solution for Large Values of k with an Application to Fault Detection Problems. SLDS (2015)
Miguel Couceiro, Tamás Waldhauser
Lattice-Theoretic Approach to Version Spaces in Qualitative Decision Making. SLDS (2015)
Harris Papadopoulos
Cross-Conformal Prediction with Ridge Regression. SLDS (2015)
Konstantinos Demertzis, Lazaros S. Iliadis
Evolving Smart URL Filter in a Zone-Based Policy Firewall for Detecting Algorithmically Generated Malicious Domains. SLDS (2015)
Gonzalo Farias, Sebastián Dormido-Canto, Jesús Vega, Norman Díaz
Applying Forecasting to Fusion Databases. SLDS (2015)
Ritvik Jaiswal, Vineeth N. Balasubramanian
Model Selection Using Efficiency of Conformal Predictors. SLDS (2015)
Vladimir Vapnik, Rauf Izmailov
Statistical Inference Problems and Their Rigorous Solutions - In memory of Alexey Chervonenkis. SLDS (2015)
Mohsina Mahmuda Ferdous, Veronica Vinciotti, Xiaohui Liu, Paul Wilson
Exploring the Link Between Gene Expression and Protein Binding by Integrating mRNA Microarray and ChIP-Seq Data. SLDS (2015)
Fionn Murtagh, Pedro Contreras
Random Projection Towards the Baire Metric for High Dimensional Clustering. SLDS (2015)
Dmitry Kangin, Plamen P. Angelov
Recursive SVM Based on TEDA. SLDS (2015)
Patrick Erik Bradley
Supporting Data Analytics for Smart Cities: An Overview of Data Models and Topology. SLDS (2015)
Rapheal Olaniyan, Daniel Stamate, Doina Logofatu
Social Web-Based Anxiety Index's Predictive Information on S&P 500 Revisited. SLDS (2015)
Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev
Gaussian Process Regression for Structured Data Sets. SLDS (2015)
Christophe Denis, Mohamed Hebiri
Confidence Sets for Classification. SLDS (2015)
Fernando Pavón, Jesús Vega, Sebastián Dormido-Canto
SOM and Feature Weights Based Method for Dimensionality Reduction in Large Gauss Linear Models. SLDS (2015)
Ernst Ahlberg, Ola Spjuth, Catrin Hasselgren, Lars Carlsson
Interpretation of Conformal Prediction Classification Models. SLDS (2015)
Evgeny Burnaev, Ivan Panin
Adaptive Design of Experiments for Sobol Indices Estimation Based on Quadratic Metamodel. SLDS (2015)
Giovanni Cherubin, Ilia Nouretdinov, Alexander Gammerman, Roberto Jordaney, Zhi Wang, Davide Papini, Lorenzo Cavallaro
Conformal Clustering and Its Application to Botnet Traffic. SLDS (2015)
Konstantin V. Vorontsov, Anna Potapenko, Alexander Plavin
Additive Regularization of Topic Models for Topic Selection and Sparse Factorization. SLDS (2015)
Savvas Karatsiolis, Christos N. Schizas
Feature Mapping Through Maximization of the Atomic Interclass Distances. SLDS (2015)
Jesús Vega, Sebastián Dormido-Canto, F. Martínez, Ignacio Pastor, M. C. Rodríguez
Computationally Efficient Five-Class Image Classifier Based on Venn Predictors. SLDS (2015)
Giuseppe Rattá, Jesús Vega
Confinement Regime Identification Using Artificial Intelligence Methods. SLDS (2015)
Alexander V. Bernstein, Alexander P. Kuleshov, Yury Yanovich
Manifold Learning in Regression Tasks. SLDS (2015)
Fionn Murtagh, Mohsen M. Farid
The Structure of Argument: Semantic Mapping of US Supreme Court Cases. SLDS (2015)
Isak Karlsson, Panagiotis Papapetrou, Henrik Boström
Forests of Randomized Shapelet Trees. SLDS (2015)
James Smith, Ilia Nouretdinov, Rachel Craddock, Charles Offer, Alexander Gammerman
Conformal Anomaly Detection of Trajectories with a Multi-class Hierarchy. SLDS (2015)
Brigitte Le Roux, Frédérik Cassor
Assigning Objects to Classes of a Euclidean Ascending Hierarchical Clustering. SLDS (2015)
Vladimir Vapnik, Rauf Izmailov
Learning with Intelligent Teacher: Similarity Control and Knowledge Transfer - In memory of Alexey Chervonenkis. SLDS (2015)

volume 9047, 2015

Statistical Learning and Data Sciences - Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings SLDS 9047 (2015)