Vladimir Kurbalija

About Vladimir Kurbalija

Vladimir Kurbalija, With an exceptional h-index of 18 and a recent h-index of 13 (since 2020), a distinguished researcher at Univerzitet u Novom Sadu, specializes in the field of Artificial Intelligence, Case Based Reasoning, Time Series.

His recent articles reflect a diverse array of research interests and contributions to the field:

Towards optimal learning: Investigating the impact of different model updating strategies in federated learning

Analysis of neuropsychological and neuroradiological features for diagnosis of Alzheimer's disease and mild cognitive impairment

Local intrinsic dimensionality measures for graphs, with applications to graph embeddings

The Role of Federated Learning in Processing Cancer Patients’ Data

ASCAPE-An Intelligent Approach to Support Cancer Patients

The application of machine learning techniques in prediction of quality of life features for cancer patients

Elastic distances for time-series classification: Itakura versus Sakoe-Chiba constraints

Heterogeneous Tumour Modeling Using PhysiCell and Its Implications in Precision Medicine

Vladimir Kurbalija Information

University

Position

Associate professor Serbia

Citations(all)

783

Citations(since 2020)

477

Cited By

451

hIndex(all)

18

hIndex(since 2020)

13

i10Index(all)

25

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Vladimir Kurbalija Skills & Research Interests

Artificial Intelligence

Case Based Reasoning

Time Series

Top articles of Vladimir Kurbalija

Towards optimal learning: Investigating the impact of different model updating strategies in federated learning

Expert Systems with Applications

2024/2/22

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

Analysis of neuropsychological and neuroradiological features for diagnosis of Alzheimer's disease and mild cognitive impairment

International journal of medical informatics

2023/10/1

Local intrinsic dimensionality measures for graphs, with applications to graph embeddings

Information Systems

2023/10/1

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

The Role of Federated Learning in Processing Cancer Patients’ Data

2023/8/10

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

ASCAPE-An Intelligent Approach to Support Cancer Patients

2023/4/4

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

The application of machine learning techniques in prediction of quality of life features for cancer patients

2016/11

Elastic distances for time-series classification: Itakura versus Sakoe-Chiba constraints

Knowledge and Information Systems

2022/10

Zoltan Geler
Zoltan Geler

H-Index: 8

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

Heterogeneous Tumour Modeling Using PhysiCell and Its Implications in Precision Medicine

2022/8/12

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

Igor Balaz
Igor Balaz

H-Index: 6

Contemporary research trends in computer science and informatics

2022

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

Guest editorial-applications of intelligent systems

Computer Science and Information Systems

2022

Improving Alzheimer’s disease classification by performing data fusion with vascular dementia and stroke data

Journal of Experimental & Theoretical Artificial Intelligence

2021/11/2

Analysis of machine learning models predicting quality of life for cancer patients

2021/11/1

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

Local intrinsic dimensionality and graphs: Towards LID-aware graph embedding algorithms

2021/9/29

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

Sentiment prediction based on analysis of customers assessments in food serving businesses

Connection Science

2021/7/3

Weighted kNN and constrained elastic distances for time-series classification

Expert Systems with Applications

2020/12/30

Zoltan Geler
Zoltan Geler

H-Index: 8

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

Role of interactive presentation platform ASQ in delivering web design course

Smart Learning Environments

2020/12

Time-series classification with constrained DTW distance and inverse-square weighted k-NN

2020/8/24

Zoltan Geler
Zoltan Geler

H-Index: 8

Vladimir Kurbalija
Vladimir Kurbalija

H-Index: 10

See List of Professors in Vladimir Kurbalija University(Univerzitet u Novom Sadu)

Co-Authors

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