Search for tag: "methods"

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Colloquium_2020-10-27_Nathalie_Japkowicz_Edited duration 1 hour 4 minutes Colloquium_2020-10-27_Nathalie_Japkowicz_Edited Colloquium_2020-10-27_Nathalie_Japkowicz_Edited	Colloquium_2020-10-27_Nathalie_Japkowicz_Edited Title: Harnessing Dataset Complexity in Classification Tasks Speaker: Nathalie Japkowicz ,Department of Computer Science, American University Date: October 27, 2020Abstract: The purpose of this… multi class simple divide unsupervised learning decision tree main knowledge multiclass classification hamming distance super ability japanese rock music groups coding matrix generate data mathematical logic principle component linear discrimination subclass mix networks small class long time intrusion detection multi modality isolation forest class imbalance problem class imbalance vowels versus consonants mathematical optimization error rates coding matrices positive class neural network feature selection honeywell main aspects fake data good question 3rd study breast cancer conquer strategy artificial intelligence selection methods binary classification statistical outliers dataset complexity indicator function class classification occupational safety and health decision analysis 1st step metric geometry learning methods classification problem class justification emerging technologies error correcting 2nd study convex hull multi model pseudo classes statistical classification 1st study supplies mix problem fitness function binary problem class overlap ability criterion conquer principle machine learning data set cluster updating data driven multi-modality main complexity supply store red class classification algorithms class problem classification imbalance domain distance thing clusters learning method study things methods classifier classes problems domains feature classifiers bit From Richard Ressler 16 plays 0
Colloquium_2020-09-22_Michael_Baron_Edited duration 1 hour 14 minutes Colloquium_2020-09-22_Michael_Baron_Edited Colloquium_2020-09-22_Michael_Baron_Edited	Colloquium_2020-09-22_Michael_Baron_Edited Title: Statistical analysis of epidemic counts data: modeling, detection of outbreaks, and recovery of missing data Speaker: Michael Baron Abstract: Official counts from the seasonal flu, 2009 H1N1… differential equations formal sciences stopping rule threshold bayesian statistics control theory change point analysis scripting languages population size total number weighted moving average infectious diseases mathematical and quantitative methods (economics) mathematical finance expected stopping expected number sequential analysis statistical inference research methods mortality rate actuarial science august 22nd rate swine flu adaptive threshold theory of probability distributions susceptible people false alarm sum statistical charts and diagrams basic reproduction number confirmed cases demography stochastic processes expected time recoveries recovery rate epidemiology binomial distribution medical tests current population size distribution change epidemics computational neuroscience exponentially weighted moving time series technical analysis conjugate prior distributions simple proportion current number neural networks probability point infected person epidemic sequential methods sir model actual data influenza epidemic question probability distributions medical statistics expected increment artificial intelligence expected behavior random walk infection joint distribution cases casualties population theories random component christian terminology infected people pandemics process stopping time moving average positive test caption complete design of experiments information officially confirmed lose people parameter bayesian algorithms sir neural net feedback loop population ecology data day moving average change point alarm covid-19 person stochastic modeling infection rate model officially reported temporal rates flu epidemic From Richard Ressler 26 plays 0
American University's Special Academic… duration 58 minutes 50 seconds American University's Special Academic… American University's Special Academic Programs Panel	American University's Special Academic Programs Panel Zoom Recording ID: 93632626563 UUID: 8oFbI9KJRs+0Kc219o9bMw== Meeting Time: 2020-11-18T00:36:55Z 3rd year spring semester apply early program application graduate school year public health answer questions marching public affairs biggest benefit japanese language 1st year students honors program common question community partner cohort class public health service learning public health program 1st semester pretty mad abroad component april 1st p.p.l. scholar academic degrees internship requirement school types frederick douglass degree program application process socially responsible leadership prior japanese build community internships thematic areas alternative education scholars program pragmatics residence hall health scholars living learning community bimonthly journals shops study abroad higher expectation educational stages human resource management study abroad programs learning methods require students japan relations american university special program application political science journals university college year student program faculty joint degree program legal studies students tend community based beginners and newcomers sophomore year double major academic community priority deadline law school future eagle portal december 15th feel free types of university or college joint undergraduate degree legal terminology additional questions undergraduate degree program assistant directors political theory didactics special program program associate special academic program perfectly fine south carolina pedagogy global international relations learning community quick overview foods cognitive science health program caption complete college program alumni network public health major community service lab component 1st year majority retailing year program a.p. credits students coming careful planning students collaboration undergraduate education american red cross scholarship program african-american businesspeople meals english-language journals dual degree educational psychology students participate separate application intellectual curiosity global scholars academia dollars program public health scholars university and college admissions academic experience programs scholars honors lot questions application question degree classes japan things college requirement semester faculty class pbl law component From Kayla Rohr 108 plays 0
The American University Experience : Student Panel duration 26 minutes 13 seconds The American University Experience : Student Panel The American University Experience : Student Panel	The American University Experience : Student Panel Zoom Recording ID: 97857145752 UUID: WE68GNq+TGK+HCRT+zFSWw== Meeting Time: 2020-11-08T21:57:19Z higher education student consciousness people academic buildings wide variety college questions politics 2 (number) home school terminology campus caption complete learning methods social life human communication perspectives thing things housing question role status private schools school high school diversity inclusion political climate lot political geography interrogative words and phrases companies listed on nasdaq homework information technology management education reform students marketing couple friends dc favorite thing current student urban studies and planning terminology political science international schools bit single student guys class kind couple questions 1st question credits educational stages experience youth conversation classes american university universities and colleges opportunity options From Kayla Rohr 55 plays 0
Colloquium_2020-10-20: Machine Learning Improves… duration 58 minutes 34 seconds Colloquium_2020-10-20: Machine Learning Improves… Colloquium_2020-10-20: Machine Learning Improves Estimates of Environmental Exposures-edited	Colloquium_2020-10-20: Machine Learning Improves Estimates of Environmental Exposures-edited Speaker: Yuri Levin-Schwartz of the Icahn School of Medicine at Mount Sinai Tuesday October 20, 2020 2:30 PM Abstract: In environmental studies, the true level of exposure to environmental… occupational exposure lowest level computer data formal sciences gold percent confidence intervals iq multimedia biomarker blood measure urine metals biomarker major cities chemical elements strong evidence learning measurement endocrine disruptors transition metals verbal i.q. biological samples reasoning research methods post-transition metals information lead blood pressure native element minerals multimedia monetary policy test case exposure biomarker environment human health lead exposure biology and pharmacology of chemical elements verbal intelligence estimate weights health environmental health medical humanities physical chemistry sort media animal model caption complete occupational safety and health goods (economics) public health measures effect estimation theory finite frame theory accurate estimate effects measure exposure learning techniques iarc group 1 carcinogens toxicology data exposure reasonable assumption supervised learning total i.q. toxins sanitation level linear algebra body fluids chemicals manganese machine learning data set dietary minerals blood urine good measure preferred biomarker things blood lead statistical inference good estimate outcome environmental exposure biomarkers From Richard Ressler 161 plays 0
The American University Experience : Student Panel duration 28 minutes 54 seconds The American University Experience : Student Panel The American University Experience : Student Panel	The American University Experience : Student Panel Zoom Recording ID: 91737164863 UUID: eIYXNeObSX6X0kymU/9L9Q== Meeting Time: 2020-10-12T19:25:42Z bathing higher education average day student life switch major felt unsafe philosophical logic specific field fairly common switched majors beginners and newcomers meal plan cool place rooms learning home student culture food combinations continental philosophy 1st year metaphysics concepts in ancient greek metaphysics teaching style thought social life college campus knowledge club sports meals club meetings career center freshman year feel free assumption minute walk favorite class caption complete universities and colleges legal terminology questionnaire construction 3rd reason means students 2nd reason philosophy concepts in the philosophy of science positions of authority totally fine rationalism georgetown waterfront virtue residence hall ontology school year study abroad program building materials internship opportunities coffee shop study abroad educational stages cognition study abroad programs foods double major learning methods homeland security 1st reason double majoring market situation concepts in the philosophy of mind metaphysics of mind great place campus lot questions class dc things college classes bunch clubs week place food student wednesdays reason stuff admissions minutes From Kayla Rohr 69 plays 0
The American University Experience : Student Panel duration 25 minutes 17 seconds The American University Experience : Student Panel The American University Experience : Student Panel	The American University Experience : Student Panel Zoom Recording ID: 93404434553 UUID: /FyfamGFRByC/3KfffG2bg== Meeting Time: 2020-10-12T18:51:21Z higher education find internships pretty big beginners and newcomers group dialogue emotions student culture finals week student body caption complete double major civil disobedience social life career center freshman year feel free dance company civil society admissions office universities and colleges art forms community service students affinity group favorite thing minutes left concepts in aesthetics virtue classic college campus anarchist theory slang international student d.c. community volunteering study abroad educational stages junior year toyota vehicles study abroad programs educational years learning methods great option double majoring american university american musical duos legal terminology student exchange voting theory campus question week ton dc lot student internships clubs mara questions friends things professors college admissions thing dance au From Kayla Rohr 9 plays 0
Admissions 101: Meet Our Team duration 27 minutes 23 seconds Admissions 101: Meet Our Team Admissions 101: Meet Our Team	Admissions 101: Meet Our Team Zoom Recording ID: 97464324354 UUID: Qy/6rQrgT0CV7Uq5W/0Qkw== Meeting Time: 2020-09-13T19:27:02Z higher education student financial aid international service honors program early decision washington downtown washington graphic design 100 percent deadline questions easy access states of the mid-atlantic school terminology public service campus based aid caption complete cross-platform software types of communities test optional common application decision public affairs question opportunities 1st year access application yellow ribbon program types of university or college regular decision u.s. citizen sociological terminology urban studies and planning terminology teaching c.s.s. profile academic support 15th american university washington d.c. teacher recommendation special academic program strong program students 8500 undergraduates military personnel dc positions of authority learning methods scholarships human geography student ribbon symbolism business program class scholars education finance january 15th local community university test optional class faculty patriot league programs educational stages receive notification graphic design program academia youth courses high school universities and colleges recommendations aid university and college admissions From Kayla Rohr 39 plays 0
Admissions 101: Meet Our Team duration 25 minutes 22 seconds Admissions 101: Meet Our Team Admissions 101: Meet Our Team	Admissions 101: Meet Our Team Zoom Recording ID: 93832817538 UUID: IFDSHS8ZRAeokFSZ+KZicg== Meeting Time: 2020-09-13T18:55:57Z washington d.c. higher education holistic review student financial aid a.p. courses college level courses residence hall top choice separate supplemental application beginners and newcomers meal plan college study abroad programs questions financial aid student body campus regular decision caption complete virtual events arts school terminology 1st year admission question capital districts and territories opportunities feel free application academia personal favorite lot innovation test study abroad program education terminology high school transcript 15th awesome career center interests test optional generic top-level domains assistant directors admissions representative interesting question learning methods test scores problem solving skills english-language journals class student early decision enrollment courses class size marketing demonstrated interest architectural design merit scholarships special academic programs education finance favorite tradition programs educational stages internship specific question admissions courses psychological theories high school students universities and colleges multiple special aid university and college admissions decision american university From Kayla Rohr 45 plays 0
Conversations Around the Beltway - DC-Area… duration 1 hour 3 minutes Conversations Around the Beltway - DC-Area… Conversations Around the Beltway - DC-Area Universities Virtual Counselor Event	Conversations Around the Beltway - DC-Area Universities Virtual Counselor Event Zoom Recording ID: 99147578877 UUID: X0ncsOR3Qh6U7RLQOJJLww== Meeting Time: 2020-09-01T13:28:17Z standardized test direct entry task force university and college admissions november 1st student financial aid spring semester study abroad programs early decision admissions representative january 15th web site college fairs english proficiency admissions rep george washington biggest change apply test optional regular decision caption complete statistical methods early action test optional submit tests human communication limited number mason university negative impact merit scholarship moving forward d.c. competitors international students demonstrated interest view process decision early sports competitors memory associate director george mason based aid admissions office admissions cycle universities and colleges in washington hybrid model grading scale g.w. day american planters big thing d.c. emergency housing virtual college high school visit school visit encourage students residence hall debt students applying transfer students good morning virtual tour coalition application grammar education finance fall semester washington university testing protocol admissions colleagues largest 1st year 1st place virtual high school full 2021 major updates psychological theories high school american university demography d.c. area questions answered things happening assistant director september 14th students campus things decision fall student admissions test questions mason process application semester lot updates 15th spring admission schools question From Kayla Rohr 41 plays 0
What's New at American University? - Campus… duration 58 minutes 13 seconds What's New at American University? - Campus… What's New at American University? - Campus Update / Live Q&A	What's New at American University? - Campus Update / Live Q&A Zoom Recording ID: 95641913688 UUID: 8Oxik2aESIOY6op9tyBD5Q== Meeting Time: 2020-08-19T19:41:07Z psychometrics civic engagement standardized tests 1st year students honors program international studies community building academic support review process traditional campus based scholarship opportunities public health educational years neuroscience department academic review education finance universities and colleges social interaction standardized test students' unions holistic approach undergraduate majors admissions representative challenging time central location frederick douglass great job application process scholarships merit scholarship health scholars program mentioned earlier d.m.v. area anarchist theory year programs alternative education scholars program incoming freshman debt bimonthly journals test optional virtual events educational stages learning community study abroad programs learning methods american university traditional college campus learning services program student exchange political science journals community based beginners and newcomers test score core curriculum school terminology pretty unique fiction memory enrollment standpoint applied learning english-language journals didactics political science terminology overarching kind educational psychology specific question submit test scores youth good fit admissions process higher education student financial aid faculty members special academic programs 100 percent perspective students kevin mentioned academic honours caption complete virtual platform assistant director politics policy 1st year additional application merit based scholarship financial aid under-represented students students coming students collaboration fall 2021 scholarship program political science early decision staff perspective demonstrated interest fall semester specific program global scholars science courses academia public health scholars university and college admissions campus programs student questions application lot fall kevin kind test question process christina events admissions science opportunities scholars From Kayla Rohr 55 plays 0