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Gregor Papa

Jozef Stefan Institute

Jamova 39

Ljubljana, 1000

SCHOLARLY PAPERS

3

DOWNLOADS

202

TOTAL CITATIONS

2

Scholarly Papers (3)

Models for Forecasting the Traffic Density within the City of Ljubljana

Number of pages: 45 Posted: 04 Oct 2022
Gasper Petelin, Rok Hribar and Gregor Papa
Jozef Stefan Institute, Jozef Stefan Institute and Jozef Stefan Institute
Downloads 70 (895,539)

Abstract:

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Traffic modeling, time-series forecasting, traffic-count data set, machine learning, model comparison

Models for Forecasting the Traffic Density within the City of Ljubljana

Number of pages: 45 Posted: 06 Oct 2022
Gasper Petelin, Rok Hribar and Gregor Papa
Jozef Stefan Institute, Jozef Stefan Institute and Jozef Stefan Institute
Downloads 40 (1,224,220)

Abstract:

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traffic modeling, time-series forecasting, traffic-count data set, machine learning, model comparison

2.

Δ-Perturbation of Bilevel Optimization Problems: An Error Bound Analysis

Number of pages: 27 Posted: 18 Apr 2024
Margarita Antoniou, Ankur Sinha and Gregor Papa
Jozef Stefan Institute, Indian Institute of Management (IIM), Ahmedabad and Jozef Stefan Institute
Downloads 60 (961,006)
Citation 1

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Bilevel optimization, Optimistic bilevel problem, Pessimistic bilevel problem, Pertrurbation method, Error bound, Iterative heuristics

3.

Dealing with Zero-Inflated Data: Achieving State-of-The-Art with a Two-Fold Machine Learning Approach

Number of pages: 24 Posted: 17 Jun 2024
Jožef Stefan Institute, Jozef Stefan Institute, Jozef Stefan Institute, Jozef Stefan Institute, Jožef Stefan Institute, affiliation not provided to SSRN, Jozef Stefan Institute and Jozef Stefan Institute
Downloads 32 (1,318,317)
Citation 1

Abstract:

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gradient boosted trees, Deep Learning, Neural Networks, zero-inflated data, demand forecasting, non-intrusive load monitoring