Mathematics for Big Data

Events

Kickoff Workshop, University of Novi Sad, May 31- June 1, 2017

Presentations

Optimization, learning, and statistics for Big Data

joao-xavier-slides.pdf

Joao Xavier, Distributed learning algorithms for Big Data

micheletti_clustering_slides.pdf

Alessandra Micheletti, A clustering algorithm for multivariate big data with correlated components

bellavia_mathbd_2017.pdf

Stefania Bellavia, A Levenberg-Marquardt method for large-scale noisy nonlinear least squares problems

BigData-Bogicevic-Merkle.pdf

Milan Merkle, Calculation of high-dimensional Tukey median

ECMI_Dragana_Bajovic_May_31_Big_Data_in_Mathematics.pdf

Dragana Bajovic, Hypothesis testing for stochastic graph processes

ECMI-SIG-Presentation-Dusan-Jakovetic.pdf

Dusan Jakovetic, Distributed optimization methods with randomized agents’ activities

gottschalkECM-_IBigData.pdf

Hanno Gottschalk, Student projects on statistical learning with companies of all sizes

bibov-cuda-data.pdf

Matti Heilio. Big Models and CUDA

Big Data for communication engineering

key note big data workshop 2017BrankaVucetic.pdf

Branka Vucetic, Next-generation Telecommunication Networks: Carriers and Users of Big Data

Vukobratovic_SENSIBLE Slides.pdf

Dejan Vukobratovic, David Murray, H2020 SENSIBLE project: Big Data Analytics for Intelligent Buildings

Biosense Institute: Data analytics in biosystems and agri-food

Big Data Workshop-BioSense.pdf
Big Data Workshop-Sanja Brdar.pdf

Sanja Brdar, Exploring Microbial World with Clustering Algorithms - Challenges and Perspectives

Big Data Workshop-Predrag Lugonja.pdf

Predrag Lugonja, Satellite Image Processing for Sustainable Agriculture

Big Data Workshop-Oskar Marko.pdf

Oskar Marko, Yield Prediction and Seed Selection using Data Analytics

Big Data Workshop-Marko Panic.pdf

Marko Panic, Hyperspectral Imaging for Fruits and Vegetables Quality Assessment

Data analytics for text and image processing

iacus_NoviSad17.pdf

Stefano Iacus, Sentiment Analysis over Big Data

MBD2017_pizurica_final.pdf

Aleksandra Pizurica, Sparse Coding and Multimodal Dictionary Learning in Computer Vision

Big Data applications in industry

Industrial case studies

LaraQuijano-presentationNoviSad.pdf

Lara Quijano Sanchez, The BIG CHASE: A decision support system for client acquisition applied to financial networks

Editorial analytics and big data v2.pdf

Content Insights, Ognjen Zelenbabic: Editorial analytics and big data