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ECOC for Text Classification PowerPoint PPT Presentation
ECOC for Text Classification - Some Recent work ECOC for Text Classification Hybrids of EM & Co-Training (with Kamal Nigam) Learning to build a monolingual corpus from the web (with Rosie Jones)
Some Recent work ECOC for Text Classification Hybrids of EM & Co-Training (with Kamal Nigam) Learning to build a monolingual corpus from the web (with Rosie Jones)
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A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees PowerPoint PPT Presentation
A General Framework for Fast and Accurate Regression by Data Summarization in Random Decision Trees - Comparing with Boosting. Don't handle multi-class problems naturally, ECOC ... Comparing with GUIDE. Need to decide grouping variables and independent variables. ...
Comparing with Boosting. Don't handle multi-class problems naturally, ECOC ... Comparing with GUIDE. Need to decide grouping variables and independent variables. ...
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Responsabilidad Social Empresarial (RSE) en M PowerPoint PPT Presentation
Responsabilidad Social Empresarial (RSE) en M - Es la visi n de negocios proactiva que integra al desarrollo de la ... Adecuado=Nulo para consumidor. Operatividad. F cil e Inmediata. Efectividad Ecol gica ...
Es la visi n de negocios proactiva que integra al desarrollo de la ... Adecuado=Nulo para consumidor. Operatividad. F cil e Inmediata. Efectividad Ecol gica ...
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Presentacin de PowerPoint PowerPoint PPT Presentation
Presentacin de PowerPoint - Los Tablones y tabletas de gres ALFA est n elaboradas con ... Sicilia - Crema Marfil - Antique - Alabastro - Ecocer mica - Porticos -Cotoforte - Pizarras ...
Los Tablones y tabletas de gres ALFA est n elaboradas con ... Sicilia - Crema Marfil - Antique - Alabastro - Ecocer mica - Porticos -Cotoforte - Pizarras ...
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Review PowerPoint PPT Presentation
Review - Learn N SVM's. SVM 1 learns 'Output==1' vs 'Output != 1' SVM 2 learns 'Output==2' ... SVM N learns 'Output==N' vs 'Output != N' Error Correct Output Code (ECOC) ...
Learn N SVM's. SVM 1 learns 'Output==1' vs 'Output != 1' SVM 2 learns 'Output==2' ... SVM N learns 'Output==N' vs 'Output != N' Error Correct Output Code (ECOC) ...
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The use of Boolean concepts in general classification contexts PowerPoint PPT Presentation
The use of Boolean concepts in general classification contexts - Boolean vectors of size B. at the input. Boolean values. at the output. F (x) = 1 if x is positive ... breast-cancer. credit. dermatology. ecoli. glass. heart ...
Boolean vectors of size B. at the input. Boolean values. at the output. F (x) = 1 if x is positive ... breast-cancer. credit. dermatology. ecoli. glass. heart ...
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Efficient Text Categorization with a Large Number of Categories PowerPoint PPT Presentation
Efficient Text Categorization with a Large Number of Categories - Efficient Text Categorization with a Large Number of Categories Rayid Ghani KDD Project Proposal Text Categorization How do people deal with a large number of classes?
Efficient Text Categorization with a Large Number of Categories Rayid Ghani KDD Project Proposal Text Categorization How do people deal with a large number of classes?
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Sin t PowerPoint PPT Presentation
Sin t - MODELOS DE DESARROLLO SOSTENIBLE SESION 8 CONTENIDO Modelo de desarrollo Promoci n de los estilos de Desarrollo Estilos de desarrollo Peruano Bases y apariencias en ...
MODELOS DE DESARROLLO SOSTENIBLE SESION 8 CONTENIDO Modelo de desarrollo Promoci n de los estilos de Desarrollo Estilos de desarrollo Peruano Bases y apariencias en ...
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GESTION AMBIENTAL MARCO CONCEPTUAL PowerPoint PPT Presentation
GESTION AMBIENTAL MARCO CONCEPTUAL - ... Antrop genos Residuos de trasformaci n Contaminaci n a trav s del aire y el agua Deposici n directa Residuos Industriales ... Aceites Pinturas ...
... Antrop genos Residuos de trasformaci n Contaminaci n a trav s del aire y el agua Deposici n directa Residuos Industriales ... Aceites Pinturas ...
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Diapositivo 1 PowerPoint PPT Presentation
Diapositivo 1 - Ecoturismo Turismo uma das maiores ind strias mundiais Est associado a muitos dos sectores de ponta ao n vel da economia mundial Est ligado ao tecido ...
Ecoturismo Turismo uma das maiores ind strias mundiais Est associado a muitos dos sectores de ponta ao n vel da economia mundial Est ligado ao tecido ...
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Combining labeled and unlabeled data for text categorization with a large number of categories PowerPoint PPT Presentation
Combining labeled and unlabeled data for text categorization with a large number of categories - Combining labeled and unlabeled data for text categorization with a large number of categories Rayid Ghani KDD Lab Project
Combining labeled and unlabeled data for text categorization with a large number of categories Rayid Ghani KDD Lab Project
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Reducing Multiclass to Binary PowerPoint PPT Presentation
Reducing Multiclass to Binary - For some ML algorithms, a direct extension to the multiclass case may be ... Row separations: Each codeword should be well-separated in Hamming distance from ...
For some ML algorithms, a direct extension to the multiclass case may be ... Row separations: Each codeword should be well-separated in Hamming distance from ...
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Software and Hardware (f. server client) PowerPoint PPT Presentation
Software and Hardware (f. server client) - Software and Hardware (f. server client) SQL Server 2000 ... MEC GEN. MEC GEN MTR. CFU MTR. CFU GEN. MET GEN MTR AMP. OEN GEN MTR FCO. PEN. MET. FCO. ERY ...
Software and Hardware (f. server client) SQL Server 2000 ... MEC GEN. MEC GEN MTR. CFU MTR. CFU GEN. MET GEN MTR AMP. OEN GEN MTR FCO. PEN. MET. FCO. ERY ...
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El Desarrollo Sustentable: PowerPoint PPT Presentation
El Desarrollo Sustentable: - La vida humana depende de la capacidad que tengan los ecosistemas para ... la flota pesquera es 40% mayor a lo que los oc anos pueden sostener; ...
La vida humana depende de la capacidad que tengan los ecosistemas para ... la flota pesquera es 40% mayor a lo que los oc anos pueden sostener; ...
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Simposio: PowerPoint PPT Presentation
Simposio: - Title: Simposio: Gesti n Ambiental de Espacios Acu ticos Transfronterizos: el R o de La Plata y su Frente Mar timo Author: CEMA Last modified by
Title: Simposio: Gesti n Ambiental de Espacios Acu ticos Transfronterizos: el R o de La Plata y su Frente Mar timo Author: CEMA Last modified by
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CS%20461:%20Machine%20Learning%20Lecture%209 PowerPoint PPT Presentation
CS%20461:%20Machine%20Learning%20Lecture%209 - Bagging. Train L learners on L bootstrap samples. Combine outputs by voting. 3/1/08 ... Re-use data set (like bagging) ... Key difference from bagging: ...
Bagging. Train L learners on L bootstrap samples. Combine outputs by voting. 3/1/08 ... Re-use data set (like bagging) ... Key difference from bagging: ...
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City on a Global Market PowerPoint PPT Presentation
City on a Global Market - City Council. Sectoral managers. Regional Chambers. Schools/Universities ... NGO Drugo more' with Rijeka City Council, five public debate sessions and a book ...
City Council. Sectoral managers. Regional Chambers. Schools/Universities ... NGO Drugo more' with Rijeka City Council, five public debate sessions and a book ...
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Conservacin del Medio Ambiente y Desarrollo Sustentable PowerPoint PPT Presentation
Conservacin del Medio Ambiente y Desarrollo Sustentable - El Cuidado del Ambiente como parte integral de un Sistema de Responsabilidad Social ... Es importante mencionar la orientaci n de Coca Cola para establecer un canal ...
El Cuidado del Ambiente como parte integral de un Sistema de Responsabilidad Social ... Es importante mencionar la orientaci n de Coca Cola para establecer un canal ...
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Optical Switch Fabrics: What is their value, and When will they deliver it? PowerPoint PPT Presentation
Optical Switch Fabrics: What is their value, and When will they deliver it? - 'Micromechanical fiber-optic attenuator with 3 microsecond response' ... ferrule. input. output. f. f. d. D. Cavity round-trip loss. Absorption = (e-aL)N ...
'Micromechanical fiber-optic attenuator with 3 microsecond response' ... ferrule. input. output. f. f. d. D. Cavity round-trip loss. Absorption = (e-aL)N ...
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Browsing around a digital library seminar PowerPoint PPT Presentation
Browsing around a digital library seminar - Slides for Data Mining by I. H. Witten and E. Frank
Slides for Data Mining by I. H. Witten and E. Frank
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Learning with Limited Supervision by Input and Output Coding PowerPoint PPT Presentation
Learning with Limited Supervision by Input and Output Coding - P P P P(xi) Empirical results Face recognition (Yale), using SVM (poly-2) Dimension reduction: KPCA, KDA, OLaplacian * Empirical results Face recognition ...
P P P P(xi) Empirical results Face recognition (Yale), using SVM (poly-2) Dimension reduction: KPCA, KDA, OLaplacian * Empirical results Face recognition ...
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EL DERECHO AMBIENTAL DEFINICIN ANTECEDENTES CONSTITUCIN NACIONAL PowerPoint PPT Presentation
EL DERECHO AMBIENTAL DEFINICIN ANTECEDENTES CONSTITUCIN NACIONAL - EL DERECHO AMBIENTAL ... los habitantes gozan del derecho a un ambiente sano, ... todo acto u omisi n de autoridades publicas o de particulares, que en forma ...
EL DERECHO AMBIENTAL ... los habitantes gozan del derecho a un ambiente sano, ... todo acto u omisi n de autoridades publicas o de particulares, que en forma ...
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www'upc'edu www'tsc'upc'edu www'tsc'upc'edugco PowerPoint PPT Presentation
www'upc'edu www'tsc'upc'edu www'tsc'upc'edugco - RNs with 1xN AWG, and splitters. - ONUs with RSOA. Geographical DBA, new MAC protocol. ... RN based on splitters and, optionally, also on coarse-mux. ...
RNs with 1xN AWG, and splitters. - ONUs with RSOA. Geographical DBA, new MAC protocol. ... RN based on splitters and, optionally, also on coarse-mux. ...
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High-Speed Broadband Polarization-Independent Optical Clock Recovery in a Silicon Detector PowerPoint PPT Presentation
High-Speed Broadband Polarization-Independent Optical Clock Recovery in a Silicon Detector - High-Speed Broadband Polarization-Independent Optical Clock Recovery in a Silicon Detector OFC 2006, OWW4 March 8, 2006 Amir Ali Ahmadi Reza Salem
High-Speed Broadband Polarization-Independent Optical Clock Recovery in a Silicon Detector OFC 2006, OWW4 March 8, 2006 Amir Ali Ahmadi Reza Salem
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Plenary: ACC Workshop PowerPoint PPT Presentation
Plenary: ACC Workshop - Plenary: ACC Workshop Robust and Reconfigurable High-Capacity Optical Communication Systems Alan E. Willner University of Southern California Los Angeles, CA 90089-2565
Plenary: ACC Workshop Robust and Reconfigurable High-Capacity Optical Communication Systems Alan E. Willner University of Southern California Los Angeles, CA 90089-2565
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Advances in Optical Technology PowerPoint PPT Presentation
Advances in Optical Technology - OCS, DOCS, OPS, OBS. OCS (Optical Circuit Switching) ... DCS (Dynamic Circuit Switching) Well-suited to optics. Circuit ... Clean Slate Program] Nick ...
OCS, DOCS, OPS, OBS. OCS (Optical Circuit Switching) ... DCS (Dynamic Circuit Switching) Well-suited to optics. Circuit ... Clean Slate Program] Nick ...
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The Telecommunication Networks Group of Politecnico di Torino PowerPoint PPT Presentation
The Telecommunication Networks Group of Politecnico di Torino - The Telecommunication Networks Group of Politecnico di Torino * * * * * * * * * * Outline Politecnico di Torino TNG people TNG research topics, tools and labs TNG ...
The Telecommunication Networks Group of Politecnico di Torino * * * * * * * * * * Outline Politecnico di Torino TNG people TNG research topics, tools and labs TNG ...
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The Telecommunication Networks Group of Politecnico di Torino PowerPoint PPT Presentation
The Telecommunication Networks Group of Politecnico di Torino - http://www.tlc-networks.polito.it. Telecommunication group staff. 6 full professors ... http://www.tlc-networks.polito.it. PhD students: Antonieta Garcia ...
http://www.tlc-networks.polito.it. Telecommunication group staff. 6 full professors ... http://www.tlc-networks.polito.it. PhD students: Antonieta Garcia ...
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Lecture: 10 New Trends in Optical Networks PowerPoint PPT Presentation
Lecture: 10 New Trends in Optical Networks - Lecture: 10 New Trends in Optical Networks Ajmal Muhammad, Robert Forchheimer Information Coding Group ISY Department * * * * * * * * * * * * * * * * Outline ...
Lecture: 10 New Trends in Optical Networks Ajmal Muhammad, Robert Forchheimer Information Coding Group ISY Department * * * * * * * * * * * * * * * * Outline ...
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CANCER PULMONAR PowerPoint PPT Presentation
CANCER PULMONAR - Cl nica Santa Mar a CANCER PULMONAR Dr Claudio Su rez Cruzat Profesor Asistente de Cirug a U de Chile Profesor Agregado U Los Andes Cirujano de T rax Cl nica ...
Cl nica Santa Mar a CANCER PULMONAR Dr Claudio Su rez Cruzat Profesor Asistente de Cirug a U de Chile Profesor Agregado U Los Andes Cirujano de T rax Cl nica ...
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Rayleigh Mixture Model and its Application for Ultrasound-based Plaque Characterization PowerPoint PPT Presentation
Rayleigh Mixture Model and its Application for Ultrasound-based Plaque Characterization - Rayleigh Mixture Model and its Application for ... and Rayleigh parameters of each distribution of the mixture The inclusion of mixture parameters in a ...
Rayleigh Mixture Model and its Application for ... and Rayleigh parameters of each distribution of the mixture The inclusion of mixture parameters in a ...
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Revisiting Output Coding for Sequential Supervised Learning PowerPoint PPT Presentation
Revisiting Output Coding for Sequential Supervised Learning - Revisiting Output Coding for Sequential Supervised Learning. Guohua Hao & Alan Fern. School of Electrical Engineering and Computer Science. Oregon State University ...
Revisiting Output Coding for Sequential Supervised Learning. Guohua Hao & Alan Fern. School of Electrical Engineering and Computer Science. Oregon State University ...
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PowerPoint PPT Presentation
- Title: Compromiso Social Empresarial Author: Jorge Reyes Last modified by: Margarita Almodovar Vald s Created Date: 10/8/2004 3:01:43 PM Document presentation format
Title: Compromiso Social Empresarial Author: Jorge Reyes Last modified by: Margarita Almodovar Vald s Created Date: 10/8/2004 3:01:43 PM Document presentation format
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Optical Signals Modulation and Compensation of Chromatic Dispersion PowerPoint PPT Presentation
Optical Signals Modulation and Compensation of Chromatic Dispersion - The SEEFIRE project is co-funded by the European Commission under ... Both phase-shift methods are accurate, measurement throught optical amplifiers, expensive ...
The SEEFIRE project is co-funded by the European Commission under ... Both phase-shift methods are accurate, measurement throught optical amplifiers, expensive ...
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DITTY WP8 Thau lagoon bacteriological contamination problems Which options Which decisions From whic PowerPoint PPT Presentation
DITTY WP8 Thau lagoon bacteriological contamination problems Which options Which decisions From whic - Other alternatives : Oyster beds moving?, waste water at sea? ... Oyster bed repositionning? Wastes at sea? Stock ponds and monitoring practices? ...
Other alternatives : Oyster beds moving?, waste water at sea? ... Oyster bed repositionning? Wastes at sea? Stock ponds and monitoring practices? ...
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Conservacin del Medio Ambiente y el Desarrollo Sustentable La Responsabilidad Social Empresarial en PowerPoint PPT Presentation
Conservacin del Medio Ambiente y el Desarrollo Sustentable La Responsabilidad Social Empresarial en - El Compromiso hacia pr cticas de negocio que apoyan al xito ... Descarga y manejo de bases de bebida y de jarabe terminado y los sistemas de limpieza (CIP) ...
El Compromiso hacia pr cticas de negocio que apoyan al xito ... Descarga y manejo de bases de bebida y de jarabe terminado y los sistemas de limpieza (CIP) ...
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A Long and Winding Road Photonic-Crystal Fibers PowerPoint PPT Presentation
A Long and Winding Road Photonic-Crystal Fibers - Title: A Long and Winding Road Photonic-Crystal Fibers Author: J. D. Joannopoulos Last modified by: John D. Joannopoulos Created Date: 1/30/2003 11:55:43 PM
Title: A Long and Winding Road Photonic-Crystal Fibers Author: J. D. Joannopoulos Last modified by: John D. Joannopoulos Created Date: 1/30/2003 11:55:43 PM
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Plenary: ACC Workshop PowerPoint PPT Presentation
Plenary: ACC Workshop - The generous support and collaboration of CISCO, DARPA, HP, Intel, NSF, Packard ... Nick Tabellion, CTO, Fujitsu Softek: 'The commonly used number is: For every $1 ...
The generous support and collaboration of CISCO, DARPA, HP, Intel, NSF, Packard ... Nick Tabellion, CTO, Fujitsu Softek: 'The commonly used number is: For every $1 ...
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Sin ttulo de diapositiva PowerPoint PPT Presentation
Sin ttulo de diapositiva - Creciente demanda de la sociedad para que las empresas ... M3 Engineer-to-Order. S0 Source Infrastructure. M0 Make Infrastructure. D0 Deliver Infrastructure ...
Creciente demanda de la sociedad para que las empresas ... M3 Engineer-to-Order. S0 Source Infrastructure. M0 Make Infrastructure. D0 Deliver Infrastructure ...
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PICTURE Final Conference PowerPoint PPT Presentation
PICTURE Final Conference - PICTURE Final Conference Session 1 Cultural Tourism and Urban Quality of Life Belfast, Bergen and Luxembourg Case Studies Margaret Sutherland Queens University Belfast
PICTURE Final Conference Session 1 Cultural Tourism and Urban Quality of Life Belfast, Bergen and Luxembourg Case Studies Margaret Sutherland Queens University Belfast
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An Approach to Flatten the Gain of Fiber Raman Amplifiers with Multi-Pumping PowerPoint PPT Presentation
An Approach to Flatten the Gain of Fiber Raman Amplifiers with Multi-Pumping - An Approach to Flatten the Gain of Fiber Raman Amplifiers with Multi-Pumping By: Dr. Surinder Singh Associate Professor Electronics & Communication Engg.
An Approach to Flatten the Gain of Fiber Raman Amplifiers with Multi-Pumping By: Dr. Surinder Singh Associate Professor Electronics & Communication Engg.
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Part II: Practical Implementations. PowerPoint PPT Presentation
Part II: Practical Implementations. - Part II: Practical Implementations.
Part II: Practical Implementations.
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STUDENT RESEARCH SYMPOSIUM 2005 PowerPoint PPT Presentation
STUDENT RESEARCH SYMPOSIUM 2005 - Problem Definition. Overview: Multi-label text ... Technical Details: Selective Concentration Classifiers. Formal Evaluation ... Problem Definition ...
Problem Definition. Overview: Multi-label text ... Technical Details: Selective Concentration Classifiers. Formal Evaluation ... Problem Definition ...
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Josef Vojtech, PowerPoint PPT Presentation
Josef Vojtech, - Sharing of Fibers by Transmission Systems Open Photonic Transmission Systems www.cesnet.cz czechlight.cesnet.cz Josef Vojt ch, Stanislav ma, Lada Altmannov ...
Sharing of Fibers by Transmission Systems Open Photonic Transmission Systems www.cesnet.cz czechlight.cesnet.cz Josef Vojt ch, Stanislav ma, Lada Altmannov ...
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Learning Morphological Disambiguation Rules for Turkish PowerPoint PPT Presentation
Learning Morphological Disambiguation Rules for Turkish - Learning Morphological Disambiguation Rules for Turkish Deniz Yuret Ferhan T re Ko University, stanbul Overview Turkish morphology The morphological ...
Learning Morphological Disambiguation Rules for Turkish Deniz Yuret Ferhan T re Ko University, stanbul Overview Turkish morphology The morphological ...
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MCS 2005 Round Table PowerPoint PPT Presentation
MCS 2005 Round Table - ... always outperform any coverage optimization based MCS, like bagging and boosting. ... deduce the type MCS (boosting, bagging, random forests, boosting, bites, etc. ...
... always outperform any coverage optimization based MCS, like bagging and boosting. ... deduce the type MCS (boosting, bagging, random forests, boosting, bites, etc. ...
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An ObjectOriented Database Approach to Vector Mapping PowerPoint PPT Presentation
An ObjectOriented Database Approach to Vector Mapping - We would like to thank the Marine Corps Warfighting Lab (MCWL), National Imagery ... Hillary Mesick, Physical Scientist. Ruth Wilson, Mathematician ...
We would like to thank the Marine Corps Warfighting Lab (MCWL), National Imagery ... Hillary Mesick, Physical Scientist. Ruth Wilson, Mathematician ...
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Enron%20Corpus:%20A%20New%20Dataset%20for%20Email%20Classification PowerPoint PPT Presentation
Enron%20Corpus:%20A%20New%20Dataset%20for%20Email%20Classification - ... and Keyword-Based Anti-Spam Filtering with Personal E-mail Messages ... Stemming, stop word removal used, effectiveness not proven. Categorical text ' ...
... and Keyword-Based Anti-Spam Filtering with Personal E-mail Messages ... Stemming, stop word removal used, effectiveness not proven. Categorical text ' ...
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Photonic Crystals: Principles and Applications PowerPoint PPT Presentation
Photonic Crystals: Principles and Applications - Photonic Crystals: Principles and Applications
Photonic Crystals: Principles and Applications
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Broptics: the Only FBG Source from Taiwan PowerPoint PPT Presentation
Broptics: the Only FBG Source from Taiwan - Taiwan office: Operation headquarter, RD, manufacture, AP sales ... CTE tuning range good for photosensitive specialty fiber thermal compensation. Compact ...
Taiwan office: Operation headquarter, RD, manufacture, AP sales ... CTE tuning range good for photosensitive specialty fiber thermal compensation. Compact ...
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Better City- better life PowerPoint PPT Presentation
Better City- better life - Institute of Energy and Environmental Protection (IEEP) ... Cloaca Maxima. Ancient Rome. Fresh water via Aquaduct. New Mega Cities - Same old Problems...
Institute of Energy and Environmental Protection (IEEP) ... Cloaca Maxima. Ancient Rome. Fresh water via Aquaduct. New Mega Cities - Same old Problems...
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Presentaci PowerPoint PPT Presentation
Presentaci - Diploma de Estudios Avanzados (D.E.A.) JOS MORA ALMERICH Departamento de F sica Aplicada UNIVERSITAT DE VAL NCIA 21 de Noviembre del 2001 jmoraa uv.es
Diploma de Estudios Avanzados (D.E.A.) JOS MORA ALMERICH Departamento de F sica Aplicada UNIVERSITAT DE VAL NCIA 21 de Noviembre del 2001 jmoraa uv.es
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Asignacin de rutas y longitudes de onda RWA con QoT en redes WDM PowerPoint PPT Presentation
Asignacin de rutas y longitudes de onda RWA con QoT en redes WDM - 'Asignaci n de rutas y longitudes de onda (RWA) con QoT en redes WDM' ... transmission impairments in configuring wavelength routed optical networks', OFC 2006. ...
'Asignaci n de rutas y longitudes de onda (RWA) con QoT en redes WDM' ... transmission impairments in configuring wavelength routed optical networks', OFC 2006. ...
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Nonlinear Optics in Silicon Applications in Optical Communication Systems PowerPoint PPT Presentation
Nonlinear Optics in Silicon Applications in Optical Communication Systems - Intensity-dependent refraction (n2) Four-wave mixing. Self ... These two signals have same intensity. 17. 17. Two-Photon Absorption: Linear vs. Circular ...
Intensity-dependent refraction (n2) Four-wave mixing. Self ... These two signals have same intensity. 17. 17. Two-Photon Absorption: Linear vs. Circular ...
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On access bandwidths PowerPoint PPT Presentation
On access bandwidths - 2D images by diffraction from dynamic hologram. Essentially standard video-rates ... Artificial real-time calculation and generation of a true 3D hologram ...
2D images by diffraction from dynamic hologram. Essentially standard video-rates ... Artificial real-time calculation and generation of a true 3D hologram ...
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