Indrė Žliobaitė

Publications

Research output per year 2008 2011 2013 2014 2015 2016 2017 2018 2021 2022 2023 2024

• 59 Article
• 21 Conference contribution
• 8 Chapter
• 4 Review Article
• 6 More
  • 2 Comment/debate
  • 2 Letter
  • 1 Book/Film/Article review
  • 1 Conference article

Research output per year

Research output per year

Search results

• 2024

  Laws of macroevolutionary expansion

  Žliobaitė, I., 13 Aug 2024, In: Proceedings of the National Academy of Sciences of the United States of America. 121, 33, e2314694121.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Predicting habitat suitability for Asian elephants in non-analog ecosystems with Bayesian models

  Noda, R., Mechenich, M. F., Saarinen, J., Vehtari, A. & Žliobaitė, I., Sept 2024, In: Ecological Informatics. 82, 15 p., 102658.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Quantifying heterogeneity of hominin environments in and out of Africa using herbivore dental traits

  Foister, T. I. F., Liu, L., Saarinen, J., Tallavaara, M., Zhang, S. & Zliobaite, I., 2024, In: Quaternary Science Reviews. 337, 108791.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2023

  Eco-ISEA3H, a machine learning ready spatial database for ecometric and species distribution modeling

  Mechenich, M. F. & Zliobaite, I., 7 Feb 2023, In: Scientific data . 10, 1, 28 p., 77.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Paleoenvironmental inferences on the Late Miocene hominoid-bearing site of Can Llobateres (NE Iberian Peninsula): An ecometric approach based on functional dental traits

  Arranz, S. G., Casanovas-Vilar, I., Žliobaitė, I., Abella, J., Angelone, C., Azanza, B., Bernor, R., Cirilli, O., DeMiguel, D., Furió, M., Pandolfi, L., Robles, J. M., Sánchez, I. M., van den Hoek Ostende, L. W. & Alba, D. M., Dec 2023, In: Journal of Human Evolution. 185, 19 p., 103441.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Quantifying mammalian diets

  Lintulaakso, K., Tatti, N. & Zliobaite, I., Feb 2023, In: Mammalian Biology. 103, 1, p. 53–67 15 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• The emergence of modern zoogeographic regions in Asia examined through climate–dental trait association patterns

  Liu, L., Galbrun, E., Tang, H., Kaakinen, A., Zhang, Z., Zhang, Z. & Zliobaite, I., 11 Dec 2023, In: Nature Communications. 14, p. 1-12

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2022

  Do species factories exist? Detecting exceptional patterns of evolution in the mammalian fossil record

  Toivonen, J., Fortelius, M. & Žliobaite, I., 13 Apr 2022, In: Proceedings of the Royal Society B. Biological Sciences. 289, 1972, 10 p., 20212294.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Hierarchical classification of pollinating flying insects under changing environments

  Parmezan, A. R. S., Souza, V. M. A., Seth, A., Žliobaitė, I. & Batista, G. E. A. P. A., Sept 2022, In: Ecological Informatics. 70, 20 p., 101751.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Identifying climate thresholds for dominant natural vegetation types at the global scale using machine learning: Average climate versus extremes

  Beigaite, R., Tang, H., Bryn, A., Skarpaas, O., Stordal, F., Bjerke, J. W. & Zliobaite, I., Jun 2022, In: Global Change Biology. 28, 11, p. 3557-3579 23 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Multi-output regression with structurally incomplete target labels: A case study of modelling global vegetation cover

  Beigaitė, R., Read, J. & Žliobaitė, I., Dec 2022, In: Ecological Informatics. 72, 10 p., 101849.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• On calibrating the completometer for the mammalian fossil record

  Žliobaitė, I. & Fortelius, M., Feb 2022, In: Paleobiology. 48, 1, p. 1-11 11 p., 0094837321000221.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Recommender systems for fossil community distribution modelling

  Zliobaite, I., Aug 2022, In: Methods in Ecology and Evolution. 13, 8, p. 1690-1706 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2021

  Changes in the wing-beat frequency of bees and wasps depending on environmental conditions: a study with optical sensors

  Parmezan, A. R. S., Souza, V. M. A., Žliobaitė, I. & Batista, G. E. A. P. A., Aug 2021, In: Apidologie. 52, p. 731-748 18 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Pliocene to Middle Pleistocene climate history in the Guadix-Baza Basin, and the environmental conditions of early Homo dispersal in Europe

  Saarinen, J., Oksanen, O., Zliobaite, I., Fortelius, M., DeMiguel, D., Azanza, B., Bocherens, H., Luzón, C., Solano-Garcia, J., Yravedra, J., Courtenay, L. A., Blain, H-A., Sanchez-Bandera, C., Serrano-Ramos, A., Jose Rodriguez-Alba, J., Viranta-Kovanen, S., Barsky, D., Tallavaara, M., Oms, O., Agustí, J., & 3 othersOchando, J., Carrion, J. S. & Jimenez-Arenas, J. M., 15 Sept 2021, In: Quaternary Science Reviews. 268, 18 p., 107132.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Redescription mining for analyzing local limiting conditions: A case study on the biogeography of large mammals in China and southern Asia

  Galbrun, E., Tang, H., Kaakinen, A. & Zliobaite, I., Jul 2021, In: Ecological Informatics. 63, 12 p., 101314.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• The best of all possible coexistence

  Fortelius, M., Myrdal, P. & Zliobaite, I., Mar 2021, In: Palaeobiodiversity and Palaeoenvironments. 101, p. 259-265 7 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2020

  All Sizes Fit the Red Queen

  Zliobaite, I. & Fortelius, M., Oct 2020, In: Paleobiology. 46, 4, p. 478-494 17 p., 0094837320000354.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• The case of the grass-eating suids in the Plio-Pleistocene Turkana Basin: 3D dental topography in relation to diet in extant and fossil pigs

  Rannikko, J., Adhikari, H., Karme, A., Zliobaite, I. & Fortelius, M., Mar 2020, In: Journal of Morphology. 281, 3, p. 348-364 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2019

  A Humboldtian approach to life and climate of the geological past: Estimating palaeotemperature from dental traits of mammalian communities

  Oksanen, O., Zliobaite, I., Saarinen, J., Lawing, A. M. & Fortelius, M., Aug 2019, In: Journal of Biogeography. 46, 8, p. 1760-1776 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Concept drift over geological times: predictive modeling baselines for analyzing the mammalian fossil record

  Žliobaite, I., May 2019, In: Data Mining and Knowledge Discovery. 33, 3, p. 773-803 31 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2018

  Computational biomes: The ecometrics of large mammal teeth

  Galbrun, E., Tang, H., Fortelius, M. & Zliobaite, I., 2018, In: Palaeontologia electronica. 21, 1, 31 p., 3A.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Dental ecometrics of tropical Africa: linking vegetation types and communities of large plant-eating mammals

  Zliobaite, I., Tang, H., Saarinen, J., Fortelius, M., Rinne, J. & Rannikko, J. C., Mar 2018, In: Evolutionary Ecology Research. 19, 2, p. 127-147 21 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Dental functional morphology predicts the scaling of chewing rate in mammals

  Zliobaite, I. & Fortelius, M., 23 Jan 2018, In: Journal of Biomechanics. 67, p. 32-36 5 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  File

• The rise and fall of the Old World savannah fauna and the origins of the African savannah biome

  Kaya, F., Bibi, F., Zliobaite, I., Eronen, J. T., Hui, T. & Fortelius, M., Feb 2018, In: Nature Ecology & Evolution. 2, 2, p. 241-+ 9 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2017

  A 5.3 pJ/op approximate TTA VLIW tailored for machine learning

  Teittinen, J., Hiienkari, M., Zliobaite, I., Hollmen, J., Berg, H., Heiskala, J., Viitanen, T., Simonsson, J. & Koskinen, L., 2017, In: Microelectronics Journal. 61, p. 106-113

  Research output: Contribution to journal › Article › Scientific › peer-review

• A survey of computational methods for fossil data analysis

  Zliobaite, I., Puolamäki, K., Eronen, J. T. & Fortelius, M., Sept 2017, In: Evolutionary Ecology Research. 18, 5, p. 477-502 26 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Ecosystem evolution and hominin paleobiology at East Turkana, northern Kenya between 2.0 and 1.4 Ma

  Patterson, D. B., Brown, D. B., Behrensmeyer, A. K., Merritt, S., Zliobaite, I., Reeves, J. S., Wood, B. A., Fortelius, M. & Bobe, R., 2017, In: Palaeogeography, Palaeoclimatology, Palaeoecology. 481, p. 1-13 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Measuring discrimination in algorithmic decision making

  Zliobaite, I., 2017, In: Data Mining and Knowledge Discovery. 31, 4, p. 1060-1089 30 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Reconciling taxon senescence with the Red Queen’s hypothesis

  Zliobaite, I., Fortelius, M. & Stenseth, N-C., 2017, In: Nature. 552, p. 92–95 4 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Relative abundances and palaeoecology of four suid genera in the Turkana Basin, Kenya, during the late Miocene to Pleistocene

  Rannikko, J., Zliobaite, I. & Fortelius, M., 1 Dec 2017, In: Palaeogeography, Palaeoclimatology, Palaeoecology. 487, p. 187-193 7 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File
• 2016

  An ecometric analysis of the fossil mammal record of the Turkana Basin

  Fortelius, H. L. M., Zliobaite, I., Kaya, F., Bibi, F., Bobe, R., Leakey, L., Leakey, M., Patterson, D., Rannikko, J. C. & Werdelin, L., 13 Jun 2016, In: Philosophical Transactions of the Royal Society. Biological Sciences. 371, 1698, 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Environmental control of growth variation in a boreal Scots pine stand: a data-driven approach

  Kulmala, L-M., Zliobaite, I., Nikinmaa, E. H., Nöjd, P., Kolari, P. P., Kabiri Koupaei, K., Hollmen, J. & Mäkinen, H., 2016, In: Silva Fennica. 50, 5, 21 p., 1680.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Herbivore teeth predict climatic limits in Kenyan ecosystems

  Zliobaite, I., Rinne, J., Tóth, A. B., Mechenich, M., Liu, L., Behrensmeyer, A. K. & Fortelius, M., 8 Nov 2016, In: Proceedings of the National Academy of Sciences of the United States of America. 113, 45, p. 12751-12756 6 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

• Improving Adaptation through Evolution and Learning: A Response to Watson and Szathmáry

  Zliobaite, I. & Stenseth, N., 2016, In: Trends in Ecology & Evolution. 31, 12, p. 892-893 2 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Labeling Sensing Data for Mobility Modeling

  Read, J., Zliobaite, I. & Hollmen, J., Apr 2016, In: Information Systems. 57, p. 207-222 16 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Optimal estimates for short horizon travel time prediction in urban areas

  Zliobaite, I. & Khoklov, M., 2016, In: Intelligent Data Analysis. 20, 6, p. 1459-1475 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Revise rules on conflicts of interest

  Zliobaite, I. & Fortelius, H. L. M., 2016, In: Nature. 539, 7628, p. 168 1 p.

  Research output: Contribution to journal › Article › Professional

• Using sensitive personal data may be necessary for avoiding discrimination in data-driven decision models

  Zliobaite, I. & Custers, B., 2016, In: Artificial Intelligence and Law. 24, 2, p. 183-201 19 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2015

  Evaluation methods and decision theory for classification of streaming data with temporal dependence

  Zliobaite, I., Bifet, A., Read, J., Pfahringer, B. & Holmes, G., 2015, In: Machine Learning. 98, 3, p. 455-482 28 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Guest editors introduction: special issue of the ECMLPKDD 2015 journal track

  Bielza, C., Gama, J., Jorge, A. & Zliobaite, I., 2015, In: Machine Learning. 100, 2, p. 157-159 3 p.

  Research output: Contribution to journal › Article › Scientific

• Guest editors introduction: special issue of the ECMLPKDD 2015 journal track

  Bielza, C., Gama, J., Jorge, A. & Zliobaite, I., 2015, In: Data Mining and Knowledge Discovery. 29, 5, p. 1113-1115 3 p.

  Research output: Contribution to journal › Article › Scientific

• Optimizing regression models for data streams with missing values

  Zliobaite, I. & Hollmen, J., 2015, In: Machine Learning. 99, 1, p. 47-73 17 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

• Towards cost-sensitive adaptation: when is it worth updating your predictive model?

  Zliobaite, I., Budka, M. & Stahl, F., 2015, In: Neurocomputing. 150, Part A, p. 240-249 10 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2014

  Active Learning With Drifting Streaming Data

  Zliobaite, I., Bifet, A., Pfahringer, B. & Holmes, G., 2014, In: IEEE Transactions on Neural Networks. 25, 1, p. 27-39

  Research output: Contribution to journal › Article › Scientific › peer-review

• Controlled Permutations for Testing Adaptive Learning Models

  Zliobaite, I., 2014, In: Knowledge and Information Systems. 39, 3, p. 565-578

  Research output: Contribution to journal › Article › Scientific › peer-review

• Dealing with Concept Drifts in Process Mining

  Bose, R. P. J. C., van der Aalst, W. M. P., Zliobaite, I. & Pechenizkiy, M., 2014, In: IEEE Transactions on Neural Networks. 25, 1, p. 154-171

  Research output: Contribution to journal › Article › Scientific › peer-review

• Online Detection of Shutdown Periods in Chemical Plants: A Case Study

  Martin-Salvador, M., Gabrys, B. & Zliobaite, I., 2014, In: Procedia Computer Science. 35, p. 580-588

  Research output: Contribution to journal › Article › Scientific › peer-review

• Open Challenges for Data Stream Mining Research

  Krempl, G., Zliobaite, I., Brzezinski, D., Hullermeier, E., Last, M., Lemaire, V., Noack, T., Shaker, A., Sievi, S., Spiliopoulou, M. & Stefanowski, J., 2014, In: SIGKDD explorations. 16, 1, p. 1-10

  Research output: Contribution to journal › Article › Scientific › peer-review

• Regression models tolerant to massively missing data: a case study in solar-radiation nowcasting

  Zliobaite, I., Hollmen, J. & Junninen, H., 2014, In: Atmospheric Measurement Techniques. 7, 12, p. 4387-4399 13 p.

  Research output: Contribution to journal › Article › Scientific › peer-review