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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
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 109 plays 0
Admissions 101 : Meet Our Team duration 29 minutes 6 seconds Admissions 101 : Meet Our Team Admissions 101 : Meet Our Team	Admissions 101 : Meet Our Team Zoom Recording ID: 98882957594 UUID: 8jg+/qOYTDSK0NjBT8qvlw== Meeting Time: 2020-10-12T19:43:48Z performing arts pretty active consciousness student financial aid spring semester political science terminology academic life olm psychometrics educational assessment and evaluation cartography rooms campus space professional network higher education educational facilities caption complete virtual resources undergraduate students merit scholarship human habitats career center capital districts and territories northern california good question regular decision financial aid classroom environment types of university or college based aid west coast universities and colleges washington d.c. fair trade organizations american contemporary r&b musical groups academic interest pretty vibrant didactics sensory systems good sense great question residential community types of country subdivisions test optional study abroad program minutes left education finance bay area educational stages study abroad programs $8500.00 undergraduate shōnen manga youth academic transfer high school american university american musical duos curricula inc. 2nd major students campus student question lot college internship things questions environment space dc credits aid decision washington christina admissions application ways From Kayla Rohr 4 plays 0
Your AUx Journey duration 3 minutes 36 seconds Your AUx Journey Your AUx Journey	Your AUx Journey Welcome Video from President Sylvia M. Burwell mentor geography community responsibilities diverse sociology of culture facilitator instructor university socioeconomic network student american people first-year students learning effects universities and colleges philosophical terminology experience differences resources psychology biology inclusive college caption complete year students education types of university or college aux ontology excellence management backgrounds discussions campus learn chance From Meng Wang 1,935 plays 0