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You are in your car, speeding away, when you suddenly hear a 'funny' noise. ... of a novel learning scheme or the comparison of several existing schemes. ...
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CSI 5388: Topics in Machine Learning Instructor: Nathalie Japkowicz e-mail: nat@site.uottawa.ca Objectives of the Course and Preliminaries Course Webpage (including ...
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This is very different from the way Evaluation is approached in other applied ... classifier on the right has ridiculously low precision (33.3%) while the ...
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Detection of Fraudulent Telephone Calls. 6. But What is the Problem? ... editors: N. Chawla, N. Japkowicz, A. Kolcz (call for papers just came out) ...
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CSI 5387: Concept Learning Systems / Machine Learning Instructor: Nathalie Japkowicz e-mail: nat@site.uottawa.ca Objectives of the Course and Preliminaries
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January 10, 2000. 5. Course Requirements. 4-6 written or programming assignments (20 ... A Mid-Term (20%) A Final Exam (30%) January 10, 2000. 6. Late Policy ...
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Data sets are said to be balanced if there are, approximately, as many positive ... Discrimination between Earthquakes and Nuclear Explosions. Document Filtering ...
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Evolution of the major programming languages. Describing the syntax of programming languages ... The exams are closed book, but a crib sheet will be allowed. ...
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Variables, attachements, v rification du type et tendue,Types de donn es, Expressions et allocation, Structures de contr le, Sous-programmes ...
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Par rendez-vous (envoyez un e-mail) CSI 3525, Survol, page 3. Mati res ... Variables, attachements, v rification du type et tendue. Types de donn es. Expressions et ...
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Text Analysis and Machine Learning at the University of Ottawa ... Alistair Kennedy (PhD) summarization with conflicting points of view. 8 ...
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... in AI: Natural Language Processing, A Statistical Approach ... Natural Language Processing ... of Statistical Natural Language Processing, by Chris Manning ...
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... (1992) ... Simple neural network computers (!) were also built in 1940s and early 1950s. ... Fads and trends: expert systems, genetic algorithms, neural ...
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... a distinction between false positive and false negative rates are: ... positive rate to the false. positive rate. The likelihood ratio of a negative test is: ...
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Phone Number: 562-5800 x 6693 (don't rely on it! ... Extra Seminars: TAMALE Seminars, (invited talks on Machine Learning and Natural ...
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L'intelligence est-elle seulement humaine ou est-ce qu'elle existe galement chez les animaux? Est-ce qu'une machine peut tre intelligente? ...
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Assessing the Impact of Changing environments on Classifier Performance ... Season changes (NGP/SW): Soft Winter: Flu Symptoms get milder ...
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Perl est inspir du langage C et d'interpr teurs de commande Unix ... langages qui ajoutent des structures de contr le l'interpr teur de commande Unix) tel que sh, sed et awk. ...
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Illustration on Anneal. using the L1-Norm ... we project is compared in pair-wise fashion to its equivalent in other vectors. ...
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... in Model Selection: Performance and Generalizability' by Malcom R. Forster ... log f(x; ?= ?^)/n k/n ... adjustable parameters and f(x, ?) is the density] ...
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Manuel de Cours: File Structures, An Object-Oriented Approach with C , by ... L'Etude des Structures de Fichiers avec le but d'am liorer l'efficacit de ...
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Still well beyond state-of-the-art. 4. Quasi-abstractive Summaries ... instance is represented by feature vector and target feature is whether pair ...
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Randal L. Schwartz and Tom Christiansen, 'Learning Perl' 2nd ed., O'Reilly ... Le Perl combine les meilleures caracteristiques (selon ses admirateurs ) de: ...
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An Introduction to Perl
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Identifying rare diseases. Classification Problem. Covers relatively few training examples ... Rare disease detection. Etc. 6. Employ Boosting ...
