Indrė Žliobaitė

Publikationer

Forskningsresultat per år 2008 2011 2013 2014 2015 2016 2017 2018 2021

• 45 Artikel
• 21 Konferensbidrag
• 4 Kapitel
• 2 Brev
• 4 Mer
  • 2 Översiktsartikel
  • 1 Bok/film/artikelrecension
  • 1 Kommentar/debatt

Forskningsresultat per år

Forskningsresultat per år

Sökresultat

• 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, I: Apidologie. 52, s. 731-748 18 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• Did the Australopithecus anamensis-Australopithecus afarensis lineage wax and wane? A commentary to Du et al. (2020)

  Zliobaite, I., jan 2021, I: Journal of Human Evolution. 150, 3 s., 102872.

  Forskningsoutput: Tidskriftsbidrag › Kommentar/debatt › Vetenskaplig

• 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, I: Ecological Informatics. 63, 12 s., 101314.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• The best of all possible coexistence

  Fortelius, M., Myrdal, P. & Zliobaite, I., mar 2021, I: Palaeobiodiversity and Palaeoenvironments. 101, s. 259-265 7 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil
• 2020

  All Sizes Fit the Red Queen

  Zliobaite, I. & Fortelius, M., okt 2020, I: Paleobiology. 46, 4, s. 478-494 17 s., 0094837320000354.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• Multi-output prediction of global vegetation distribution with incomplete data

  Beigaite, R., Read, J. & Zliobaite, I., 2020, OpenReview. 5 s.

  Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

  Öppen tillgång

• 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, I: Journal of Morphology. 281, 3, s. 348-364 17 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › 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, I: Journal of Biogeography. 46, 8, s. 1760-1776 17 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• AI minds need to think about energy constraints

  Zliobaite, I., 2019, I: Nature Machine Intelligence. 1, s. 335 1 s.

  Forskningsoutput: Tidskriftsbidrag › Bok/film/artikelrecension › Vetenskaplig

  Öppen tillgång

  Fil

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

  Žliobaite, I., maj 2019, I: Data Mining and Knowledge Discovery. 33, 3, s. 773-803 31 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• The nature of the Old World savannah palaeobiome

  Fortelius, M., Bibi, F., Tang, H., Zliobaite, I., Eronen, J. & Kaya, F., apr 2019, I: Nature Ecology & Evolution. 3, 4, s. 504-504 1 s.

  Forskningsoutput: Tidskriftsbidrag › Brev › Vetenskaplig

  Öppen tillgång

  Fil
• 2018

  A survey of evaluation methods for personal route and destination prediction from mobility traces

  Stegmann, R. A., Zliobaite, I., Tolvanen, T., Hollmén, J. & Read, J., mar 2018, I: Wiley interdisciplinary reviews. Data mining and knowledge discovery. 8, 2, 18 s., e1237.

  Forskningsoutput: Tidskriftsbidrag › Översiktsartikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• Computational biomes: The ecometrics of large mammal teeth

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• 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, I: Evolutionary Ecology Research. 19, 2, s. 127-147 21 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

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

  Zliobaite, I. & Fortelius, M., 23 jan 2018, I: Journal of Biomechanics. 67, s. 32-36 5 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Fil

• The phylogenetic signal in tooth wear: What does it mean?

  DeSantis, L., Fortelius, M., Grine, F., Janis, C., Kaiser, T., Merceros, G., Purnell, M., Schulz‐Kornas, E., Saarinen, J., Teaford, M., Ungar, P. & Zliobaite, I., nov 2018, I: Ecology and Evolution. 8, 22, s. 11359-11362 4 s.

  Forskningsoutput: Tidskriftsbidrag › Brev › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• 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, I: Nature Ecology & Evolution. 2, 2, s. 241-+ 9 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil
• 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, I: Microelectronics Journal. 61, s. 106-113

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• A survey of computational methods for fossil data analysis

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• BLPA: Bayesian Learn-Predict-Adjust Method for Online Detection of Recurrent Changepoints

  Maslov, A., Pechenizkiy, M., Pei, Y., Zliobaite, I., Shklyaev, A., Kärkkäinen, T. & Hollmén, J., 2017, IJCNN 2017: The International Joint Conference on Neural Networks. Piscataway, NJ : Institute of Electrical and Electronics Engineers, s. 1916-1923 6 s. (Proceedings of ... International Joint Conference on Neural Networks ).

  Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• 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, I: Palaeogeography, Palaeoclimatology, Palaeoecology. 481, s. 1-13 13 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• Measuring discrimination in algorithmic decision making

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• Reconciling taxon senescence with the Red Queen’s hypothesis

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › 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, I: Palaeogeography, Palaeoclimatology, Palaeoecology. 487, s. 187-193 7 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil
• 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, I: Philosophical Transactions of the Royal Society. Biological Sciences. 371, 1698, 13 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• An Overview of Concept Drift Applications

  Zliobaite, I., Pechenizkiy, M. & Gama, J., 2016, Big Data Analysis: New Algorithms for a New Society. Japkowicz, N. & Stefanowski, J. (red.). Cham: Springer International Publishing AG, s. 91-114 24 s. (Studies in Big Data; vol. 16).

  Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Kapitel › Vetenskaplig › Peer review

• 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, I: Silva Fennica. 50, 5, 21 s., 1680.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

• 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, I: Proceedings of the National Academy of Sciences of the United States of America. 113, 45, s. 12751-12756 6 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

  Öppen tillgång

  Fil

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

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• Labeling Sensing Data for Mobility Modeling

  Read, J., Zliobaite, I. & Hollmen, J., apr 2016, I: Information Systems. 57, s. 207-222 16 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• Modelling Recurrent Events for Improving Online Change Detection

  Maslov, A., Pechenizkiy, M., Zliobaite, I. & Kärkkäinen, T., 2016, Proceedings of the 2016 SIAM International Conference on Data Mining. Venkatasubramanian, S. C. & Meira, W. (red.). Philadelphia, PA: Society for Industrial and Applied Mathematics, s. 549-557 9 s. (Proceedings).

  Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

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

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• Predicting respiratory motion for real-time tumour tracking in radiotherapy

  Krilavicius, T., Zliobaite, I., Simonavicius, H. & Jarusevicius, L., 2016, Proceedings IEEE 29th International Symposium on Computer-Based Medical Systems: CBMS 2016. New York: IEEE, s. 7-12 6 s. (IEEE International Symposium on Computer-Based Medical Systems).

  Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

• Revise rules on conflicts of interest

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Professionell

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

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › 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, I: Machine Learning. 98, 3, s. 455-482 28 s.

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

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

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig

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

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig

• On the relation between accuracy and fairness in binary classification

  Zliobaite, I., 2015, The 2nd workshop on Fairness, Accountability, and Transparency in Machine Learning (FATML) at ICML'15.

  Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

• Optimizing regression models for data streams with missing values

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

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

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review
• 2014

  Active Learning With Drifting Streaming Data

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• A survey on concept drift adaptation

  Gama, J., Zliobaite, I., Bifet, A., Pechenizkiy, M. & Bouchachia, A., 2014, I: ACM Computing Surveys. 46, 4

  Forskningsoutput: Tidskriftsbidrag › Översiktsartikel › Vetenskaplig › Peer review

• Controlled Permutations for Testing Adaptive Learning Models

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › 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, I: IEEE Transactions on Neural Networks. 25, 1, s. 154-171

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• From Sensor Readings to Predictions: on the Process of Developing Practical Soft Sensors

  Budka, M., Eastwood, M., Gabrys, B., Kadlec, P., Martin-Salvador, M., Schwan, S., Tsakonas, A. & Zliobaite, I., 2014, Advances in Intelligent Data Analysis XIII. Springer , Vol. 8819. (Lecture notes in computer science).

  Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

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

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › 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, I: SIGKDD explorations. 16, 1, s. 1-10

  Forskningsoutput: Tidskriftsbidrag › Artikel › Peer review

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

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

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review

• Towards hardware-driven design of low-energy algorithms for data analysis

  Zliobaite, I., Hollmen, J., Koskinen, L. & Teittinen, J., 2014, I: ACM SIGMOD Record. 43, 4, s. 15-20

  Forskningsoutput: Tidskriftsbidrag › Artikel › Vetenskaplig › Peer review