TrustCom/BigDataSE/ISPA (2)

Publications

2015

Sergio Ramírez-Gallego, Salvador García, Héctor Mouriño-Talín, David Martínez-Rego
Distributed Entropy Minimization Discretizer for Big Data Analysis under Apache Spark. TrustCom/BigDataSE/ISPA (2) (2015)
Andrea Horch, Holger Kett, Anette Weisbecker
Mining E-commerce Data from E-shop Websites. TrustCom/BigDataSE/ISPA (2) (2015)
Jesús Maillo, Isaac Triguero, Francisco Herrera
A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification. TrustCom/BigDataSE/ISPA (2) (2015)
Ni Xue, Huan He, Jun Liu, Qinghua Zheng, Tian Ma, Jianfei Ruan, Bo Dong
Probabilistic Modeling Towards Understanding the Power Law Distribution of Video Viewing Behavior in Large-Scale e-Learning. TrustCom/BigDataSE/ISPA (2) (2015)
Alexandros Iosifidis, Moncef Gabbouj, Petri Pekki
Class-Specific Nonlinear Projections Using Class-Specific Kernel Spaces. TrustCom/BigDataSE/ISPA (2) (2015)
Peter Coetzee, Stephen A. Jarvis
Goal-Based Analytic Composition for On-and Off-line Execution at Scale. TrustCom/BigDataSE/ISPA (2) (2015)
Sabeur Aridhi, Laurent d'Orazio, Mondher Maddouri, Engelbert Mephu Nguifo
Cost Models for Distributed Pattern Mining in the Cloud. TrustCom/BigDataSE/ISPA (2) (2015)
Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
M-PCA Binary Embedding for Approximate Nearest Neighbor Search. TrustCom/BigDataSE/ISPA (2) (2015)
Jun-Horng Chen, I-Lin Tang, Chun-Hsuan Chang
Enhancing the Detection Rate of Inclined Faces. TrustCom/BigDataSE/ISPA (2) (2015)
Vasileios Mygdalis, Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Large-Scale Classification by an Approximate Least Squares One-Class Support Vector Machine Ensemble. TrustCom/BigDataSE/ISPA (2) (2015)
Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas
Nearest Class Vector Classification for Large-Scale Learning Problems. TrustCom/BigDataSE/ISPA (2) (2015)
Chao Huang, Dong Wang
Spatial-Temporal Aware Truth Finding in Big Data Social Sensing Applications. TrustCom/BigDataSE/ISPA (2) (2015)
Jesse Read, Albert Bifet
Data Stream Classification Using Random Feature Functions and Novel Method Combinations. TrustCom/BigDataSE/ISPA (2) (2015)
Kambiz Ghoorchian, Fatemeh Rahimian, Sarunas Girdzijauskas
Semi-Supervised Multiple Disambiguation. TrustCom/BigDataSE/ISPA (2) (2015)
Nikolaos Zorbas, Dimitrios Zissis, Konstantinos Tserpes, Dimosthenis Anagnostopoulos
Predicting Object Trajectories from High-Speed Streaming Data. TrustCom/BigDataSE/ISPA (2) (2015)
Bartosz Krawczyk, Michal Wozniak
Incremental One-Class Bagging for Streaming and Evolving Big Data. TrustCom/BigDataSE/ISPA (2) (2015)
Dariusz Jankowski, Konrad Jackowski
An Increment Decision Tree Algorithm for Streamed Data. TrustCom/BigDataSE/ISPA (2) (2015)
2015 IEEE TrustCom/BigDataSE/ISPA, Helsinki, Finland, August 20-22, 2015, Volume 2 TrustCom/BigDataSE/ISPA (2) (2015)
Eftim Zdravevski, Petre Lameski, Andrea Kulakov, Boro Jakimovski, Sonja Filiposka, Dimitar Trajanov
Feature Ranking Based on Information Gain for Large Classification Problems with MapReduce. TrustCom/BigDataSE/ISPA (2) (2015)
Xuan Thi Tran, Tien Van Do, Nam H. Do, Lóránt Farkas, Csaba Rotter
Provision of Disk I/O Guarantee for MapReduce Applications. TrustCom/BigDataSE/ISPA (2) (2015)
Sepideh Seifzadeh, Ali Miri
Similarity Measure Based on Low-Rank Approximation for Highly Scalable Recommender Systems. TrustCom/BigDataSE/ISPA (2) (2015)
Grazziela P. Figueredo, Christian Wagner, Jonathan M. Garibaldi, Uwe Aickelin
Adaptive Data Communication Interface: A User-Centric Visual Data Interpretation Framework. TrustCom/BigDataSE/ISPA (2) (2015)
Jacinto Arias, José A. Gámez, José Miguel Puerta
Scalable Learning of k-dependence Bayesian Classifiers under MapReduce. TrustCom/BigDataSE/ISPA (2) (2015)
Feijuan He, Xuelu Chen, Dawei Xu, Xianglin Miao
PPT Image Segmentation Based on Color Entropy. TrustCom/BigDataSE/ISPA (2) (2015)
Todor Ivanov, Raik Niemann, Sead Izberovic, Marten Rosselli, Karsten Tolle, Roberto V. Zicari
Performance Evaluation of Enterprise Big Data Platforms with HiBench. TrustCom/BigDataSE/ISPA (2) (2015)
Ioannis Flouris, Nikos Giatrakos, Minos N. Garofalakis, Antonios Deligiannakis
Issues in Complex Event Processing Systems. TrustCom/BigDataSE/ISPA (2) (2015)
Jakub Sevcech, Mária Bieliková
Symbolic Time Series Representation for Stream Data Processing. TrustCom/BigDataSE/ISPA (2) (2015)
Wojciech Marian Czarnecki, Krzysztof Rataj
Compounds Activity Prediction in Large Imbalanced Datasets with Substructural Relations Fingerprint and EEM. TrustCom/BigDataSE/ISPA (2) (2015)
Icaro Alzuru, Kevin Long, Bhaskar Gowda, David Zimmerman, Tao Li
Hadoop Characterization. TrustCom/BigDataSE/ISPA (2) (2015)
Sara del Río, José Manuel Benítez, Francisco Herrera
Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data Classification. TrustCom/BigDataSE/ISPA (2) (2015)
Vladislav A. Shchapov, Grigorii F. Masich, Aleksei G. Masich
The Technology of Processing Intensive Structured Dataflow on a Supercomputer. TrustCom/BigDataSE/ISPA (2) (2015)
Nikos Tsirakis, Vassilis Poulopoulos, Panayiotis Tsantilas, Iraklis Varlamis
A Platform for Real-Time Opinion Mining from Social Media and News Streams. TrustCom/BigDataSE/ISPA (2) (2015)
Pawel Trajdos, Marek Kurzynski
Multi-label Stream Classification Using Extended Binary Relevance Model. TrustCom/BigDataSE/ISPA (2) (2015)
Muhidin A. Mohamed, Mourad Oussalah
Similarity-Based Query-Focused Multi-document Summarization Using Crowdsourced and Manually-built Lexical-Semantic Resources. TrustCom/BigDataSE/ISPA (2) (2015)
Rafael Peixoto, Thomas Hassan, Christophe Cruz, Aurélie Bertaux, Nuno Silva
Semantic HMC: A Predictive Model Using Multi-label Classification for Big Data. TrustCom/BigDataSE/ISPA (2) (2015)
Majed Farrash, Wenjia Wang
An Algorithm for Identifying the Learning Patterns in Big Data. TrustCom/BigDataSE/ISPA (2) (2015)
Soheil Qanbari, Ashkan Farivarmoheb, Parham Fazlali, Samira Mahdi Zadeh, Schahram Dustdar
Telemetry for Elastic Data (TED): Middleware for MapReduce Job Metering and Rating. TrustCom/BigDataSE/ISPA (2) (2015)
Moufida Rehab Adjout, Faouzi Boufarès
Scalable Massively Parallel Learning of Multiple Linear Regression Algorithm with MapReduce. TrustCom/BigDataSE/ISPA (2) (2015)