Janusz Wojtusiak, Ph.D. - Publications

Affiliations: 
2007 George Mason University, Washington, DC 
Area:
Artificial Intelligence, Computer Science

70 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Cheng X, Lin SY, Wang K, Hong YA, Zhao X, Gress D, Wojtusiak J, Cheskin LJ, Xue H. Healthfulness Assessment of Recipes Shared on Pinterest: Natural Language Processing and Content Analysis. Journal of Medical Internet Research. 23: e25757. PMID 33877052 DOI: 10.2196/25757  0.04
2021 Wojtusiak J, Bagchi P, Durbha SSKRTN, Mobahi H, Mogharab Nia R, Roess A. COVID-19 Symptom Monitoring and Social Distancing in a University Population. Journal of Healthcare Informatics Research. 1-18. PMID 33437913 DOI: 10.1007/s41666-020-00089-x  0.01
2021 Wojtusiak J, Asadzadehzanjani N, Levy C, Alemi F, Williams AE. Computational Barthel Index: an automated tool for assessing and predicting activities of daily living among nursing home patients. Bmc Medical Informatics and Decision Making. 21: 17. PMID 33422059 DOI: 10.1186/s12911-020-01368-8  0.01
2019 Kheirbek RE, Alemi Y, Wojtusiak J, Kheirbek L, Madison S, Fokar A, Doukky R, Moore HJ. Impact of Hospice and Palliative Care Service Utilization on All-Cause 30-Day Readmission Rate for Older Adults Hospitalized With Heart Failure. The American Journal of Hospice & Palliative Care. 1049909119828712. PMID 30773029 DOI: 10.1177/1049909119828712  0.01
2018 Baldelli E, Ghaemi S, Avramovic S, Wojtusiak J, Liotta LA, Alemi F, Petricoin EF, Dunetz B, Pierobon M. Abstract 3290: The Side-Out Foundation Metastatic Breast Cancer Database, an open-access portal for multi-omic molecular data and more Cancer Research. 78: 3290-3290. DOI: 10.1158/1538-7445.Am2018-3290  0.01
2017 Min H, Mobahi H, Irvin K, Avramovic S, Wojtusiak J. Predicting activities of daily living for cancer patients using an ontology-guided machine learning methodology. Journal of Biomedical Semantics. 8: 39. PMID 28915930 DOI: 10.1186/S13326-017-0149-6  0.01
2016 Min H, Avramovic S, Wojtusiak J, Khosla R, Fletcher RD, Alemi F, Kheirbek RE. A Comprehensive Multimorbidity Index for Predicting Mortality in Intensive Care Unit Patients. Journal of Palliative Medicine. PMID 27925837 DOI: 10.1089/Jpm.2015.0392  0.01
2016 Kheirbek RE, Wojtusiak J, Vlaicu SO, Alemi F. Lack of Evidence for Racial Disparity in 30-Day All-Cause Readmission Rate for Older US Veterans Hospitalized with Heart Failure. Quality Management in Health Care. 25: 191-196. PMID 27749715 DOI: 10.1097/Qmh.0000000000000108  0.01
2016 Min H, Mobahi H, Vukomanovic S, Irvin K, Krasniqi I, Avramovic S, Wojtusiak J. Applying an ontology-guided machine learning methodology to SEER-MHOS dataset F1000research. 5. DOI: 10.7490/F1000Research.1112683.1  0.01
2016 Min H, Mobahi H, Vukomanovic S, Irvin K, Krasniqi I, Avramovic S, Wojtusiak J. Ontology applications in machine learning F1000research. 5. DOI: 10.7490/F1000Research.1112682.1  0.01
2016 Ngufor C, Wojtusiak J. Extreme logistic regression Advances in Data Analysis and Classification. 10: 27-52. DOI: 10.1007/S11634-014-0194-2  1
2015 Levy CR, Alemi F, Williams AE, Williams AR, Wojtusiak J, Sutton B, Giang P, Pracht E, Argyros L. Shared Homes as an Alternative to Nursing Home Care: Impact of VA's Medical Foster Home Program on Hospitalization. The Gerontologist. PMID 26384495 DOI: 10.1093/Geront/Gnv092  1
2015 Levy CR, Zargoush M, Williams AE, Williams AR, Giang P, Wojtusiak J, Kheirbek RE, Alemi F. Sequence of Functional Loss and Recovery in Nursing Homes. The Gerontologist. PMID 26286646 DOI: 10.1093/Geront/Gnv099  1
2015 Wojtusiak J, Levy CR, Williams AE, Alemi F. Predicting Functional Decline and Recovery for Residents in Veterans Affairs Nursing Homes. The Gerontologist. PMID 26185151 DOI: 10.1093/Geront/Gnv065  1
2015 Helmchen LA, Burke ME, Wojtusiak J. Designing highly reliable adverse-event detection systems to predict subsequent claims. Journal of Healthcare Risk Management : the Journal of the American Society For Healthcare Risk Management. 34: 7-17. PMID 25891286 DOI: 10.1002/Jhrm.21167  0.01
2015 Levy C, Kheirbek R, Alemi F, Wojtusiak J, Sutton B, Williams AR, Williams A. Predictors of six-month mortality among nursing home residents: diagnoses may be more predictive than functional disability. Journal of Palliative Medicine. 18: 100-6. PMID 25380219 DOI: 10.1089/Jpm.2014.0130  1
2015 Ngufor C, Wojtusiak J, Pathak J. A systematic prediction of adverse drug reactions using pre-clinical drug characteristics and spontaneous reports Proceedings - 2015 Ieee International Conference On Healthcare Informatics, Ichi 2015. 76-81. DOI: 10.1109/ICHI.2015.16  1
2014 Domanski PA, Steven Brown J, Heo J, Wojtusiak J, McLinden MO. A thermodynamic analysis of refrigerants: Performance limits of the vapor compression cycle International Journal of Refrigeration. 38: 71-79. DOI: 10.1016/J.Ijrefrig.2013.09.036  1
2014 Wojtusiak J. Rule learning in healthcare and health services research Intelligent Systems Reference Library. 56: 131-145. DOI: 10.1007/978-3-642-40017-9_7  1
2014 Ngufor C, Wojtusiak J, Hooker A, Oz T, Hadley J. Extreme logistic regression: A large scale learning algorithm with application to prostate cancer mortality prediction Proceedings of the 27th International Florida Artificial Intelligence Research Society Conference, Flairs 2014. 278-283.  1
2013 Razowski J, Tarcz S, Wojtusiak J, Pelz V. Reassessment of the systematic position of Orthocomotis DOGNIN (Lepidoptera: Tortricidae) based on molecular data with description of new species of Euliini. Folia Biologica. 61: 125-34. PMID 23767304 DOI: 10.3409/fb61_1-2.125  1
2012 Min H, Wojtusiak J. Clinical data analysis using ontology-guided rule learning International Conference On Information and Knowledge Management, Proceedings. 17-21. DOI: 10.1145/2389672.2389676  1
2012 Wojtusiak J. Semantic data types in machine learning from healthcare data Proceedings - 2012 11th International Conference On Machine Learning and Applications, Icmla 2012. 1: 197-202. DOI: 10.1109/ICMLA.2012.41  1
2012 Yashar DA, Wojtusiak J, Kaufman K, Domanski PA. A dual-mode evolutionary algorithm for designing optimized refrigerant circuitries for finned-tube heat exchangers Hvac and R Research. 18: 834-844. DOI: 10.1080/10789669.2011.604699  1
2012 Wojtusiak J, Warden T, Herzog O. Machine learning in agent-based stochastic simulation: Inferential theory and evaluation in transportation logistics Computers and Mathematics With Applications. 64: 3658-3665. DOI: 10.1016/J.Camwa.2012.01.079  1
2012 Wojtusiak J, Warden T, Herzog O. The learnable evolution model in agent-based delivery optimization Memetic Computing. 4: 165-181. DOI: 10.1007/S12293-012-0088-9  1
2012 Michalski RS, Wojtusiak J. Reasoning with unknown, not-applicable and irrelevant meta-values in concept learning and pattern discovery Journal of Intelligent Information Systems. 39: 141-166. DOI: 10.1007/s10844-011-0186-z  1
2012 Warden T, Wojtusiak J, Herzog O. Intelligent modeling and control for autonomous logistics Studies in Computational Intelligence. 422: 295-325. DOI: 10.1007/978-3-642-30154-4-13  1
2011 Wojtusiak J, Gewa C, Pawloski L. Dietary Assessment In Africa: Integration With Innovative Technology African Journal of Food, Agriculture, Nutrition and Development. 11: 5629-5645. DOI: 10.4314/Ajfand.V11I7  0.01
2011 Wojtusiak J, Irvin K, Birerdinc A, Baranova AV. Using published medical results and non-homogenous data in rule learning Proceedings - 10th International Conference On Machine Learning and Applications, Icmla 2011. 2: 84-89. DOI: 10.1109/ICMLA.2011.154  1
2011 Wojtusiak J, Ngufor C, Shiver J, Ewald R. Rule-based prediction of medical claims' payments: A method and initial application to medicaid data Proceedings - 10th International Conference On Machine Learning and Applications, Icmla 2011. 2: 162-167. DOI: 10.1109/ICMLA.2011.126  1
2011 Wojtusiak J, Warden T, Herzog O. Agent-based pickup and delivery planning: The learnable evolution model approach Proceedings of the International Conference On Complex, Intelligent and Software Intensive Systems, Cisis 2011. 1-8. DOI: 10.1109/CISIS.2011.11  1
2011 Wojtusiak J, Baranova A. Model learning from published aggregated data Studies in Computational Intelligence. 375: 369-384. DOI: 10.1007/978-3-642-22913-8_17  1
2011 Pyrcz TW, Greeney HF, Willmott KR, Wojtusiak J. A taxonomic revision of the genus Daedalma Hewitson with the descriptions of twenty new taxa and the immature stages of two species (Lepidoptera: Nymphalidae: Satyrinae) Zootaxa. 1-68.  1
2010 Śniezyński B, Wójcik W, Gehrke JD, Wojtusiak J. Combining rule induction and reinforcement learning: An agent-based vehicle routing Proceedings - 9th International Conference On Machine Learning and Applications, Icmla 2010. 851-856. DOI: 10.1109/ICMLA.2010.132  1
2010 Wojtusiak J, Kaufman KA. Ryszard S. Michalski: The vision and evolution of machine learning Studies in Computational Intelligence. 262: 3-22. DOI: 10.1007/978-3-642-05177-7_1  1
2010 Yashar DA, Wojtusiak J, Kaufman K, Domanski PA. Evolutionary computation approach to heat exchanger design Ashrae Transactions. 116: 135-142.  1
2010 Razowski J, Wojtusiak J. Some telochromatic tortricidae from western south america (lepidoptera: Tortricidae) | Algunos Tortricidae telocromáticos del oeste de Sudamérica (Lepidoptera: Tortricidae) Shilap Revista De Lepidopterologia. 36: 209-218.  1
2009 Pyrcz TW, Wojtusiak J, Garlacz R. Diversity and distribution patterns of Pronophilina butterflies (Lepidoptera: Nymphalidae: Satyrinae) along an altitudinal transect in north-western Ecuador. Neotropical Entomology. 38: 716-26. PMID 20098916  1
2009 Wojtusiak J, Michalski RS, Simanivanh T, Baranova AV. Towards application of rule learning to the meta-analysis of clinical data: an example of the metabolic syndrome. International Journal of Medical Informatics. 78: e104-11. PMID 19464941 DOI: 10.1016/J.Ijmedinf.2009.04.003  1
2009 Razowski J, Wojtusiak J. Delineation of types of tortricidae, 1. Types of oriental species in the munich museum described by A. Diakonoff (Lepidoptera: Tortricidae) | Descripción de los tipos de tortricidae, 1. Tipos de las especies orientales en el museo de munich, descritos por A. Diakonoff (Lepidoptera: Tortricidae) Shilap Revista De Lepidopterologia. 37: 191-208.  1
2009 Wojtusiak J. The LEM3 system for multitype evolutionary optimization Computing and Informatics. 28: 225-236.  1
2008 Wojtusiak J, Michalski RS. Analyzing diaries for analytical relapse prevention using natural induction: a method and preliminary results. Quality Management in Health Care. 17: 80-9. PMID 18204380 DOI: 10.1097/01.Qmh.0000308640.89602.B1  1
2008 Zurada JM, Wojtusiak J, Chowdhury F, Gentle JE, Jeannot CJ, Mazurowski MA. Computational intelligence virtual community: Framework and implementation issues Proceedings of the International Joint Conference On Neural Networks. 3153-3157. DOI: 10.1109/IJCNN.2008.4634244  1
2008 Gehrke JD, Wojtusiak J. Traffic prediction for agent route planning Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5103: 692-701. DOI: 10.1007/978-3-540-69389-5_77  1
2008 Razowski J, Wojtusiak J. Notes on Ernocornutia Razowski, 1988 (Lepidoptera: Tortricidae: Euliini) with descriptions of seven new species from Ecuador Zootaxa. 46-56.  1
2007 Wojtusiak J, Michalski RS, Simanivanh T, Baranova AV. The natural induction system AQ21 and its application to data describing patients with metabolic syndrome: Initial results Proceedings - 6th International Conference On Machine Learning and Applications, Icmla 2007. 518-523. DOI: 10.1109/ICMLA.2007.107  1
2007 Bálint Z, Wojtusiak J, Kertész K, Biró LP. The description of Theritas gozmanyi from the andes and its spectroscopic characterization with some notes on the genus (Lepidoptera: Lycaenidae: Eumaeini) Acta Zoologica Academiae Scientiarum Hungaricae. 53: 211-224.  1
2007 Kaufman KA, Michalski RS, Pietrzykowski J, Wojtusiak J. An integrated multi-task inductive database VINLEN: Initial implementation and early results Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4747: 116-133.  1
2007 Michalski RS, Wojtusiak J. Generalizing data in natural language Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4585: 29-39.  1
2006 Razowski J, Wojtusiak J. Cornea of ommatidia in Lepidoptera (Insecta)--a scanning electron microscope study. Folia Biologica. 54: 49-53. PMID 17044260  1
2006 Michalski RS, Wojtusiak J, Kaufman KA. Intelligent optimization via learnable evolution model Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 332-335. DOI: 10.1109/ICTAI.2006.69  1
2006 Wojtusiak J, Michalski RS, Kaufman KA, Pietrzykowski J. The AQ21 natural induction program for pattern discovery: Initial version and its novel features Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 523-526. DOI: 10.1109/ICTAI.2006.109  1
2006 Michalski RS, Kaufman KA, Pietrzykowski J, Śniezyński B, Wojtusiak J. Learning symbolic user models for intrusion detection: A method and initial results Advances in Soft Computing. 35: 273-285. DOI: 10.1007/3-540-33521-8_27  1
2006 Wojtusiak J, Michalski RS. The use of compound attributes in AQ learning Advances in Soft Computing. 35: 189-198. DOI: 10.1007/3-540-33521-8_19  1
2006 Wojtusiak J, Michalski RS. The LEM3 implementation of learnable evolution model and its testing on complex function optimization problems Gecco 2006 - Genetic and Evolutionary Computation Conference. 2: 1281-1288.  1
2003 Viloria AL, Pyrcz TW, Wojtusiak J, Ferrer-Paris JR, Beccaloni GW, Sattler K, Lees DC. A brachypterous butterfly? Proceedings. Biological Sciences / the Royal Society. 270: S21-4. PMID 12952626 DOI: 10.1098/rsbl.2003.0015  1
2003 Górska-Andrzejak J, Wojtusiak J. A Comparative Study of the Level of Locomotor Activity Throughout Postembryonic Development of Two Cricket Species: Acheta domesticus L. and Gryllus bimaculatus de Geer (Ensifera: Gryllidae) Journal of Insect Behavior. 16: 845-857. DOI: 10.1023/B:JOIR.0000018324.48914.0c  1
2002 Pyrcz TW, Wojtusiak J. The vertical distribution of pronophiline butterflies (Nymphalidae, Satyrinae) along an elevational transect in Monte Zerpa (Cordillera de Mérida, Venezuela) with remarks on their diversity and parapatric distribution Global Ecology and Biogeography. 11: 211-221. DOI: 10.1046/j.1466-822X.2002.00285.x  1
2000 Sattler K, Wojtusiak J. A new brachypterous xenomigia species (lepidoptera: notodontidae) from vnezuela Entomologica Scandinavica. 30: 435-442.  1
1999 Wojtusiak J. A new type of scent organ in Lepidoptera: A giant thoracic pheromone-disseminating structure in a male incurvarioid moth (Lepidoptera, Adelidae) Journal of Natural History. 33: 819-824.  1
1999 Sattler K, Wojtusiak J. A new brachypterous Xenomigia species (Lepidoptera: Notodontidae) from Venezuela Insect Systematics and Evolution. 30: 435-442.  1
1995 Wojtusiak J, Godzińska EJ, Dejean A. Capture and retrieval of very large prey by workers of the african weaver ant, oecophylla longinoda (latreille 1802) Tropical Zoology. 8: 309-318. DOI: 10.1080/03946975.1995.10539287  1
1993 Wojtusiak J, Godzinska EJ. Factors influencing the responses to nest damage in the African weaver ant. Oecophylla longinoda (Latreille) Acta Neurobiologiae Experimentalis. 53: 401-408. PMID 8213267  1
1982 Wojtusiak J, Kisiel E, Kimmel M. The duration of larval development and individual larval instars in singly reared caterpillars of Saturnia pavonia L. (Lepidoptera, Saturniidae) Folia Biologica. 30: 21-27. PMID 7141041  1
1979 Wojtusiak J. Studies on locomotor activity during the post-embryonic development of Lepidoptera Folia Biologica. 27: 305-342. PMID 575336  1
1973 Wojtusiak J. The diurnal activity of Vanessa urticae (L.) in alternating light conditions Folia Biologica. 21: 229-233. PMID 4733342  1
1972 Wojtusiak J. Comparative studies on the motor activity in Lepidoptera Folia Biologica. 20: 35-66. PMID 5034758  1
1972 Wojtusiak J. The locomotor activity of Hepialus humuli (L.) (Lepidoptera) Folia Biologica. 20: 271-277. PMID 4665107  1
1968 Wojtusiak J. Scientific results of the Polish Hindu-Kush Expedition 1966. Part I. The migration of the Painted Lady, Pyrameis (Vanessa) cardui L., in the High Hindu-Kush Folia Biologica. 16: 329-334. PMID 5709817  1
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