Ivica Dimitrovski

发表

Medical Image Retrieval Using Multimodal Data

Gjorgji Madjarov, Ivan Kitanovski, Ivica Dimitrovski, 2014, Discovery Science.

FCSE at ImageCLEF 2012: Evaluating Techniques for Medical Image Retrieval

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2012, CLEF.

Evaluation of Different Data-Derived Label Hierarchies in Multi-label Classification

Saso Dzeroski, Dejan Gjorgjevikj, Gjorgji Madjarov, 2014, NFMCP.

Fast and efficient visual codebook construction for multi-label annotation using predictive clustering trees

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2014, Pattern Recognit. Lett..

Deep neural network architecture for sentiment analysis and emotion identification of Twitter messages

Gjorgji Madjarov, Ivica Dimitrovski, Dario Stojanovski, 2018, Multimedia Tools and Applications.

Content based image retrieval in medical applications: an improvement of the two-level architecture

Ivica Dimitrovski, Suzana Loskovska, Katarina Trojacanec, 2009, IEEE EUROCON 2009.

Efficient Content-based Image Retrieval using Support Vector Machines for Feature Aggregation

Ivica Dimitrovski, Suzana Loskovska, Ivan Chorbev, 2009, SCSS.

Image Retrieval for Alzheimer's Disease Based on Brain Atrophy Pattern

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2017, ICT Innovations.

Maestra at LifeCLEF 2014 Plant Task: Plant Identification using Visual Data

Gjorgji Madjarov, Ivica Dimitrovski, Dragi Kocev, 2014, CLEF.

Finki at SemEval-2016 Task 4: Deep Learning Architecture for Twitter Sentiment Analysis

Gjorgji Madjarov, Ivica Dimitrovski, Dario Stojanovski, 2016, *SEMEVAL.

Modality Classification Using Texture Features

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2011, ICT Innovations.

New Representation of Information Extracted from MRI Volumes Applied to Alzheimer's Disease

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2014, ICT Innovations.

Erratum to: The use of data-derived label hierarchies in multi-label classification

Saso Dzeroski, Dejan Gjorgjevikj, Gjorgji Madjarov, 2016, Journal of Intelligent Information Systems.

The use of data-derived label hierarchies in multi-label classification

Saso Dzeroski, Dejan Gjorgjevikj, Gjorgji Madjarov, 2016, Journal of Intelligent Information Systems.

Merging words and concepts for medical articles retrieval

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2013, OAIR.

CONTENT BASED IMAGE RETRIEVAL IN MEDICAL APPLICATIONS: AN IMPROVEMENT OF THE

Ivica Dimitrovski, Suzana Loskovska, Katarina Trojacanec, 2009 .

Improving Medical Cases Retrieval Using an Online Fact Database

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2016, ICT Innovations.

Image Representation, Annotation and Retrieval with Predictive Clustering Trees

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2017, ECML/PKDD.

Improving bag-of-visual-words image retrieval with predictive clustering trees

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2016, Inf. Sci..

Hierarchical classification of diatom images using ensembles of predictive clustering trees

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2012, Ecol. Informatics.

Web genre classification with methods for structured output prediction

Gjorgji Madjarov, Ivica Dimitrovski, Dragi Kocev, 2019, Inf. Sci..

Detection of Visual Concepts and Annotation of Images Using Predictive Clustering Trees

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2010, CLEF.

Detection of Visual Concepts and Annotation of Images Using Ensembles of Trees for Hierarchical Multi-Label Classification

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2010, ICPR Contests.

Longitudinal Brain MRI Retrieval for Alzheimer’s Disease Using Different Temporal Information

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loshkovska, 2018, IEEE Access.

Content Based Image Retrieval for Large Medical Image Corpus

Gjorgji Madjarov, Ivica Dimitrovski, Dario Stojanovski, 2015, HAIS.

Hierarchical annotation of medical images

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2011, Pattern Recognit..

Fast and Scalable Image Retrieval Using Predictive Clustering Trees

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2013, Discovery Science.

Comparison of feature extraction algorithms for mammography images

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2011, 2011 4th International Congress on Image and Signal Processing.

Multimodal medical image retrieval system

Gjorgji Madjarov, Ivan Kitanovski, Ivica Dimitrovski, 2016, Multimedia Tools and Applications.

Hand Gesture Recognition Using Deep Convolutional Neural Networks

Gjorgji Madjarov, Ivica Dimitrovski, Dario Stojanovski, 2016, ICT Innovations.

Improved medical image modality classification using a combination of visual and textual features

Sašo Džeroski, Ivan Kitanovski, Ivica Dimitrovski, 2015, Comput. Medical Imaging Graph..

Web Genre Classification via Hierarchical Multi-label Classification

Gjorgji Madjarov, Ivica Dimitrovski, Dragi Kocev, 2015, IDEAL.

Medical Image Retrieval for Alzheimer's Disease Using Structural MRI Measures

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2015, BIOSTEC.

FCSE at Medical Tasks of ImageCLEF 2013

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2013, CLEF.

Content-Based Retrieval System for X-Ray Images

Ivica Dimitrovski, Suzana Loskovska, 2009, 2009 2nd International Congress on Image and Signal Processing.

Content Based Retrieval of MRI Based on Brain Structure Changes in Alzheimer's Disease

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2015, BIOIMAGING.

ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification

Saso Dzeroski, Ivica Dimitrovski, Suzana Loskovska, 2009, CLEF.

Multimodal Medical Image Retrieval

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2012, ICT Innovations.

Medical Image Retrieval for Alzheimer's Disease Using Data from Multiple Time Points

Ivan Kitanovski, Ivica Dimitrovski, Suzana Loskovska, 2015, ICT Innovations.

Grid Enabled Computer Vision System for Measuring Traffic Parameters

Ivica Dimitrovski, Suzana Loskovska, Aneta Buckovska, 2007 .

Twitter Sentiment Analysis Using Deep Convolutional Neural Network

Gjorgji Madjarov, Ivica Dimitrovski, Dario Stojanovski, 2015, HAIS.

Predicting Thermal Power Consumption of the Mars Express Satellite with Data Stream Mining

Saso Dzeroski, Ivica Dimitrovski, Dragi Kocev, 2019, DS.

Emotion identification in FIFA world cup tweets using convolutional neural network

Ivica Dimitrovski, Dario Stojanovski, Gjorgji Strezoski, 2015, 2015 11th International Conference on Innovations in Information Technology (IIT).

Feature Evaluation and Classification for Content-Based Medical Image Retrieval System

Ivica Dimitrovski, Suzana Loskovska, 2010 .

Implementation of web-based medical image retrieval system in Oracle

Ivica Dimitrovski, Suzana Loskovska, Pero Guguljanov, 2009, 2009 2nd International Conference on Adaptive Science & Technology (ICAST).

Addressing Item-Cold Start Problem in Recommendation Systems using Model Based Approach and Deep Learning

Dejan Gjorgjevikj, Gjorgji Madjarov, Ivica Dimitrovski, 2017, ICT Innovations.

Keeping Children Safe Online With Limited Resources: Analyzing What is Seen and Heard

Nuno Pombo, Ivica Dimitrovski, Aleksandar Jevremovic, 2021, IEEE Access.

AiTLAS: Artificial Intelligence Toolbox for Earth Observation

Nikola Simidjievski, Ivan Kitanovski, Ivica Dimitrovski, 2022, Remote. Sens..

WEB-BASED MEDICAL IMAGE RETRIEVAL SYSTEM

Ivica Dimitrovski, Suzana Loskovska, Dejan Gorgevik, 2008 .

COMPARISON OF AUTOMATIC SHOT BOUNDARY DETECTION ALGORITHMS BASED ON COLOR , EDGES AND WAVELETS

Dejan Gjorgjevikj, Ivica Dimitrovski, Suzana Loskovska, 2009 .