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Tomislav Lipic
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2020 – today
- 2022
- [j8]Luka Grbcic
, Sinisa Druzeta
, Goran Mausa
, Tomislav Lipic
, Darija Vukic Lusic
, Marta Alvir
, Ivana Lucin
, Ante Sikirica
, Davor Davidovic
, Vanja Travas, Daniela Kalafatovic
, Kristina Pikelj, Hana Fajkovic
, Toni Holjevic, Lado Kranjcevic:
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis. Environ. Model. Softw. 155: 105458 (2022) - [i6]Agneza Krajna, Mario Brcic, Tomislav Lipic, Juraj Doncevic:
Explainability in reinforcement learning: perspective and position. CoRR abs/2203.11547 (2022) - 2021
- [j7]Domjan Baric, Petar Fumic, Davor Horvatic
, Tomislav Lipic
:
Benchmarking Attention-Based Interpretability of Deep Learning in Multivariate Time Series Predictions. Entropy 23(2): 143 (2021) - [j6]Davor Horvatic
, Tomislav Lipic
:
Human-Centric AI: The Symbiosis of Human and Artificial Intelligence. Entropy 23(3): 332 (2021) - [c14]Emanuel Guberovic, Tomislav Lipic
, Igor Cavrak:
Dew Intelligence: Federated learning perspective. COMPSAC 2021: 1819-1824 - [c13]M. Zaja, Igor Cavrak, Tomislav Lipic:
Benchmarking Apache Beam for IoT Applications. MIPRO 2021: 272-277 - [i5]Luka Grbcic, Sinisa Druzeta, Goran Mausa, Tomislav Lipic, Darija Vukic Lusic, Marta Alvir, Ivana Lucin, Ante Sikirica, Davor Davidovic, Vanja Travas, Daniela Kalafatovic, Kristina Pikelj, Hana Fajkovic, Toni Holjevic, Lado Kranjcevic:
Coastal water quality prediction based on machine learning with feature interpretation and spatio-temporal analysis. CoRR abs/2107.03230 (2021) - [i4]Marko Jusup, Petter Holme, Kiyoshi Kanazawa, Misako Takayasu, Ivan Romic, Zhen Wang, Suncana Gecek, Tomislav Lipic, Boris Podobnik, Lin Wang, Wei Luo, Tin Klanjscek, Jingfang Fan, Stefano Boccaletti, Matjaz Perc:
Social physics. CoRR abs/2110.01866 (2021) - 2020
- [j5]Ilona M. Kulikovskikh
, Tomislav Lipic
, Tomislav Smuc
:
From Knowledge Transmission to Knowledge Construction: A Step towards Human-Like Active Learning. Entropy 22(8): 906 (2020) - [j4]Eva Cetinic
, Tomislav Lipic
, Sonja Grgic
:
Learning the Principles of Art History with convolutional neural networks. Pattern Recognit. Lett. 129: 56-62 (2020) - [c12]D. Tomic, Davor Davidovic, V. Jandel, J. Mesaric, Karolj Skala, Tomislav Lipic
:
Drug screening with the Autodock Vina on a set of kinases without experimentally established structures. MIPRO 2020: 377-383
2010 – 2019
- 2019
- [j3]Eva Cetinic
, Tomislav Lipic
, Sonja Grgic:
A Deep Learning Perspective on Beauty, Sentiment, and Remembrance of Art. IEEE Access 7: 73694-73710 (2019) - [i3]Andrija Stajduhar, Tomislav Lipic, Goran Sedmak, Sven Loncaric, Milos Judas:
Computational analysis of laminar structure of the human cortex based on local neuron features. CoRR abs/1905.01173 (2019) - 2018
- [j2]Eva Cetinic
, Tomislav Lipic
, Sonja Grgic
:
Fine-tuning Convolutional Neural Networks for fine art classification. Expert Syst. Appl. 114: 107-118 (2018) - [c11]Eva Cetinic
, Tomislav Lipic
, Sonja Grgic
:
How Convolutional Neural Networks Remember Art. IWSSIP 2018: 1-5 - 2017
- [b1]Tomislav Lipic:
Ranjivost dinamičkih mreža s lokalnim međuzavisnostima i procesom oporavka ; Vulnerability of dynamic complex networks with local dependencies and recovery process. University of Zagreb, Croatia, 2017 - 2015
- [j1]Davor Davidovic
, Matjaz Depolli, Tomislav Lipic
, Karolj Skala, Roman Trobec:
Energy Efficiency of Parallel Multicore Programs. Scalable Comput. Pract. Exp. 16(4): 437-448 (2015) - [i2]Boris Podobnik, Davor Horvatic, Tomislav Lipic, Matjaz Perc, Javier M. Buldú, Harry Eugene Stanley:
The Cost of Attack in Competing Networks. CoRR abs/1501.04348 (2015) - 2014
- [c10]Lukas Forer
, Tomislav Lipic
, Sebastian Schönherr, Hansi Weißensteiner
, Davor Davidovic
, Florian Kronenberg
, Enis Afgan:
Delivering bioinformatics MapReduce applications in the cloud. MIPRO 2014: 373-377 - [c9]Ivan Grubisic, Ivana Grbesa, Tomislav Lipic
, Karolj Skala, O. Zrinscak, R. Ivekovic, Z. Vatavuk:
Natural eye gaze computer interaction for medical oculography diagnosis: Current status and future prospects. MIPRO 2014: 421-425 - [c8]Iva Bojic, Tomislav Lipic
, Mario Kusek:
Scalability Issues of Firefly-Based Self-Synchronization in Collective Adaptive Systems. SASO Workshops 2014: 68-73 - [i1]Boris Podobnik, Tomislav Lipic, Davor Horvatic, Antonio Derek Majdandzic, S. Bishop, Harry Eugene Stanley:
Predicting Lifetime of Dynamical Networks Experiencing Persistent Random Attacks. CoRR abs/1407.0952 (2014) - 2012
- [c7]Enis Afgan, Karolj Skala, Davor Davidovic, Tomislav Lipic, Ivan Sovic:
CloudMan as a tool execution framework for the cloud. MIPRO 2012: 437-441 - [p1]Iva Bojic, Tomislav Lipic
, Vedran Podobnik:
Bio-inspired Clustering and Data Diffusion in Machine Social Networks. Computational Social Networks 2012: 51-79 - 2011
- [c6]Iva Bojic, Tomislav Lipic
, Mario Kusek, Gordan Jezic:
Extending the JADE Agent Behaviour Model with JBehaviourTrees Framework. KES-AMSTA 2011: 159-168 - [c5]Ivan Sovic, Tomislav Lipic, Luko Gjenero, Ivan Grubisic, Tibor Skala:
Heat source parameter estimation from scanned 3D thermal models. MIPRO 2011: 252-256 - [c4]Ivan Grubisic, Luko Gjenero, Tomislav Lipic, Ivan Sovic, Tibor Skala:
Active 3D scanning based 3D thermography system and medical applications. MIPRO 2011: 269-273 - [c3]Peter Skoda, Tomislav Lipic, Ágoston Srp, Branka Medved Rogina, Karolj Skala, Ferenc Vajda:
Implementation framework for Artificial Neural Networks on FPGA. MIPRO 2011: 274-278 - [c2]Norbert Kiss, Gergely Patai, Peter Hanák, Tomislav Lipic, Peter Skoda, Luko Gjenero, Amir Dubravic, Ivan Michieli:
Vital fitness and health telemonitoring of elderly people. MIPRO 2011: 279-284
2000 – 2009
- 2008
- [c1]Ranko Miklin, Tomislav Lipic, Zoltan Konyha, Mario Beric, Wolfgang Freiler, Kresimir Matkovic
, Denis Gracanin
:
Migrant boat mini challenge award: Simple and effective integrated display geo-temporal analysis of migrant boats. IEEE VAST 2008: 203-204
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