Search results for "empirical"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
28	Jason Weston	Statistical Learning Theory in Practice.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Andreas Argyriou, Luca Baldassarre, Charles A. Micchelli, Massimiliano Pontil	On Sparsity Inducing Regularization Methods for Machine Learning.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Yevgeny Seldin, Bernhard Schölkopf	On the Relations and Differences Between Popper Dimension, Exclusion Dimension and VC-Dimension.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Bernhard Schölkopf, Dominik Janzing, Jonas Peters, Eleni Sgouritsa, Kun Zhang 0001, Joris M. Mooij	Semi-supervised Learning in Causal and Anticausal Settings.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Vladimir Koltchinskii	Sharp Oracle Inequalities in Low Rank Estimation.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Nicolò Cesa-Bianchi, Ohad Shamir	Efficient Transductive Online Learning via Randomized Rounding.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Mark Stevens, Samy Bengio, Yoram Singer	Efficient Learning of Sparse Ranking Functions.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Ingo Steinwart	Some Remarks on the Statistical Analysis of SVMs and Related Methods.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Masashi Sugiyama	Direct Approximation of Divergences Between Probability Distributions.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	John C. Snyder, Sebastian Mika, Kieron Burke, Klaus-Robert Müller	Kernels, Pre-images and Optimization.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Robert E. Schapire	Explaining AdaBoost.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Christian Widmer, Marius Kloft, Gunnar Rätsch	Multi-task Learning for Computational Biology: Overview and Outlook.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Eric Gautier, Alexandre B. Tsybakov	Pivotal Estimation in High-Dimensional Regression via Linear Programming.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Vladimir Naumovich Vapnik, Alexey Ya. Chervonenkis	On the Uniform Convergence of the Frequencies of Occurrence of Events to Their Probabilities.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Silvia Villa, Lorenzo Rosasco, Tomaso A. Poggio	On Learnability, Complexity and Stability.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Léon Bottou	In Hindsight: Doklady Akademii Nauk SSSR, 181(4), 1968.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Ran Gilad-Bachrach, Christopher J. C. Burges	The Median Hypothesis.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Alexey Ya. Chervonenkis	Early History of Support Vector Machines.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Luc Devroye, Paola G. Ferrario, László Györfi, Harro Walk	Strong Universal Consistent Estimate of the Minimum Mean Squared Error.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Andreas Christmann, Robert Hable	On the Consistency of the Bootstrap Approach for Support Vector Machines and Related Kernel-Based Methods.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Vladimir Vovk	Kernel Ridge Regression.	Empirical Inference	2013	DBLP DOI BibTeX RDF
28	Janice Singer, Susan Elliott Sim, Timothy C. Lethbridge	Software Engineering Data Collection for Field Studies.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Andy Brooks, Marc Roper, Murray Wood, John W. Daly, James Miller 0001	Replication's Role in Software Engineering.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Jarrett Rosenberg	Statistical Methods and Measurement.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Norman G. Vinson, Janice Singer	A Practical Guide to Ethical Research Involving Humans.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Audris Mockus	Missing Data in Software Engineering.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Mark Müller, Dietmar Pfahl	Simulation Methods.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Dag I. K. Sjøberg, Tore Dybå, Bente Cecilie Dahlum Anda, Jo Erskine Hannay	Building Theories in Software Engineering.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Forrest Shull, Raimund L. Feldmann	Building Theories from Multiple Evidence Sources.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Andreas Jedlitschka, Marcus Ciolkowski, Dietmar Pfahl	Reporting Experiments in Software Engineering.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Barbara A. Kitchenham, Shari Lawrence Pfleeger	Personal Opinion Surveys.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Carolyn B. Seaman	Qualitative Methods.	Guide to Advanced Empirical Software Engineering	2008	DBLP DOI BibTeX RDF
28	Victor R. Basili, H. Dieter Rombach, Kurt Schneider, Barbara A. Kitchenham, Dietmar Pfahl, Richard W. Selby (eds.)	Empirical Software Engineering Issues. Critical Assessment and Future Directions, International Workshop, Dagstuhl Castle, Germany, June 26-30, 2006. Revised Papers	Empirical Software Engineering Issues	2007	DBLP DOI BibTeX RDF
28	James D. Herbsleb, Walter F. Tichy (eds.)	Perspectives Workshop: Empirical Theory and the Science of Software Engineering, 25.-29. January 2004	Empirical Theory and the Science of Software Engineering	2006	DBLP BibTeX RDF
28	Frank Houdek	Roadmapping Working Group 3 Results.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Marcus Ciolkowski, Lionel C. Briand	Roadmapping Working Group 2 Results.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Helen Sharp	Social and Human Aspects of Software Engineering.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Tore Dybå	The (Practical) Importance of SE Experiments.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Andreas Jedlitschka	How to Improve the Use of Controlled Experiments as a Means for Early Technology Transfer.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Dag I. K. Sjøberg	Documenting Theories Working Group Results.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Michael S. Mahoney	Exploration and Confirmation: An Historical Perspective.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Audris Mockus	Software Support Tools and Experimental Work.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Guilherme Horta Travassos	From Silver Bullets to Philosophers' Stones: Who Wants to Be Just an Empiricist?	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Hakan Erdogmus	Measurement and Interpretation of Productivity and Functional Correctness.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Andreas Jedlitschka, Dietmar Pfahl, Kurt Schneider	Technology Transfer and Education Discussion and Summary.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	D. Ross Jeffery	Roadmapping Working Group 1 Results.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Barbara A. Kitchenham	Synthesising Research Results.	Empirical Software Engineering Issues	2006	DBLP DOI BibTeX RDF
28	Marvin V. Zelkowitz, Dolores R. Wallace, David W. Binkley	Experimental Validation of New Software Technology.	Lecture Notes on Empirical Software Engineering	2003	DBLP DOI BibTeX RDF
28	Claes Wohlin, Håkan Petersson, Aybüke Aurum	Combining Data from Reading Experiments in Software Inspections: A Feasibility Study.	Lecture Notes on Empirical Software Engineering	2003	DBLP DOI BibTeX RDF
28	Frank Houdek	External Experiments - A Workable Paradigm for Collaboration Between Industry and Academia.	Lecture Notes on Empirical Software Engineering	2003	DBLP DOI BibTeX RDF
28	Forrest Shull, Jeffrey C. Carver, Guilherme H. Travassos, José Carlos Maldonado, Reidar Conradi, Victor R. Basili	Replicated Studies: Building a Body of Knowledge about Software Reading Techniques.	Lecture Notes on Empirical Software Engineering	2003	DBLP DOI BibTeX RDF
28	Oliver Laitenberger, H. Dieter Rombach	(Quasi-)Experimental Studies in Industrial Settings.	Lecture Notes on Empirical Software Engineering	2003	DBLP DOI BibTeX RDF
27	Xiankun Zhang, Minghu Ha 0001, Jing Wu, Chao Wang 0034	The Bounds on the Rate of Uniform Convergence of Learning Process on Uncertainty Space.	ISNN (1)	2009	DBLP DOI BibTeX RDF	Uncertain measure, Expected risk functional, Empirical risk functional, Empirical risk minimization principle, Bounds of the rate of uniform convergence
27	Guillaume Charpiat, Olivier D. Faugeras, Renaud Keriven	Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape Statistics.	Found. Comput. Math.	2005	DBLP DOI BibTeX RDF	Deformation flows, Lower semicontinuous envelope, Shape warping, Empirical mean shape, Empirical covariance operator, Principal modes of variation, Distance functions, Characteristic functions, Shape metrics
27	Yanli Liu 0006, Xiao-Gang Xu, Yan-Wen Guo 0001, Jin Wang, Xin Duan, Xi Chen, Qunsheng Peng 0001	Pores-Preserving Face Cleaning Based on Improved Empirical Mode Decomposition.	J. Comput. Sci. Technol.	2009	DBLP DOI BibTeX RDF	normalized local energy, image enhancement, empirical mode decomposition
27	Maria Teresa Baldassarre, Giovanni Bruno, Danilo Caivano, Giuseppe Visaggio	The Role of Empirical Evidence for Transferring a New Technology to Industry.	PROFES	2009	DBLP DOI BibTeX RDF	Technology transfer, innovation diffusion, empirical evidence
27	Davide Falessi, Philippe Kruchten, Giovanni Cantone	Issues in Applying Empirical Software Engineering to Software Architecture.	ECSA	2007	DBLP DOI BibTeX RDF	Software architecture, empirical software engineering
27	Peter L. Bartlett, Shahar Mendelson, Petra Philips	Local Complexities for Empirical Risk Minimization.	COLT	2004	DBLP DOI BibTeX RDF	concentration inequalities, isomorphic coordinate projections, data-dependent complexity, Statistical learning theory, empirical risk minimization, generalization bounds
27	Kamen Yotov, Xiaoming Li 0004, Gang Ren 0002, Michael Cibulskis, Gerald DeJong, María Jesús Garzarán, David A. Padua, Keshav Pingali, Paul Stodghill, Peng Wu 0001	A comparison of empirical and model-driven optimization.	PLDI	2003	DBLP DOI BibTeX RDF	empirical optimization, model-driven optimization, unrolling, compilers, program transformation, code generation, memory hierarchy, tiling, blocking, BLAS
27	Chris F. Kemerer, Sandra Slaughter	An Empirical Approach to Studying Software Evolution.	IEEE Trans. Software Eng.	1999	DBLP DOI BibTeX RDF	gamma analysis, phasic analysis, software maintenance, time series, software evolution, Empirical methods, sequence analysis, longitudinal studies
27	Sunita Chulani, Barry W. Boehm, Bert Steece	Bayesian Analysis of Empirical Software Engineering Cost Models.	IEEE Trans. Software Eng.	1999	DBLP DOI BibTeX RDF	software engineering cost models, measurement, metrics, project management, Bayesian analysis, COCOMO, multiple regression, prediction accuracy, software estimation, empirical modeling, model calibration
27	José Ignacio Panach, Nelly Condori-Fernández, Francisco Valverde, Nathalie Aquino, Oscar Pastor 0001	Understandability measurement in an early usability evaluation for model-driven development: an empirical study.	ESEM	2008	DBLP DOI BibTeX RDF	usability, metrics, conceptual modeling, empirical evaluation, automatic code generation, understandability, indicators
27	Gengshen Du, Jim McElroy, Günther Ruhe	A family of empirical studies to compare informal and optimization-based planning of software releases.	ISESE	2006	DBLP DOI BibTeX RDF	family of empirical studies, decision support, release planning
27	Ban Al-Ani, H. Keith Edwards	An Empirical Study of a Qualitative Systematic Approach to Requirements Analysis (QSARA).	ISESE	2004	DBLP DOI BibTeX RDF	QSARA, empirical study, requirements analysis, qualitative analysis
26	Victor R. Basili	Is there a future for empirical software engineering?	ISESE	2006	DBLP DOI BibTeX RDF
26	David Lorge Parnas	The Limits of Empirical Studies of Software Engineering.	ISESE	2003	DBLP DOI BibTeX RDF
24	Shujing Yan, Minghu Ha 0001, Xiankun Zhang, Chao Wang 0034	The Key Theorem of Learning Theory on Uncertainty Space.	ISNN (1)	2009	DBLP DOI BibTeX RDF	Uncertain measure, Expected risk functional, Empirical risk functional, Empirical risk minimization principle, the key theorem
24	Man Xiao, Mohamed El-Attar 0001, Marek Z. Reformat, James Miller 0001	Empirical evaluation of optimization algorithms when used in goal-oriented automated test data generation techniques.	Empir. Softw. Eng.	2007	DBLP DOI BibTeX RDF	Empirical results, Empirical software engineering, Test-data generation, Optimization techniques
24	James D. Herbsleb, Audris Mockus	Formulation and preliminary test of an empirical theory of coordination in software engineering.	ESEC / SIGSOFT FSE	2003	DBLP DOI BibTeX RDF	Conway's Law, empirical theory, engineering decisions, empirical studies, coordination
24	L. Julian Schvartzman, Michael P. Wellman	Stronger CDA strategies through empirical game-theoretic analysis and reinforcement learning.	AAMAS (1)	2009	DBLP BibTeX RDF	empirical game-theoretic analysis, trading agents, continuous double auction
24	Hyunsook Do, Gregg Rothermel	On the Use of Mutation Faults in Empirical Assessments of Test Case Prioritization Techniques.	IEEE Trans. Software Eng.	2006	DBLP DOI BibTeX RDF	program mutation, empirical studies, Regression testing, test case prioritization
24	Qiuhui Chen, Norden E. Huang, Sherman D. Riemenschneider, Yuesheng Xu	A B-spline approach for empirical mode decompositions.	Adv. Comput. Math.	2006	DBLP DOI BibTeX RDF	nonlinear and nonstationary signals, Hilbert transforms, B-splines, empirical mode decompositions
24	Marcus Ciolkowski, Jürgen Münch	Accumulation and presentation of empirical evidence: problems and challenges.	ACM SIGSOFT Softw. Eng. Notes	2005	DBLP DOI BibTeX RDF	measurement, empirical studies, aggregation, software process, software project management, evidence, exploitation, dissemination, accumulation, experience management
24	Barbara A. Kitchenham, Shari Lawrence Pfleeger, Lesley Pickard, Peter W. Jones 0002, David C. Hoaglin, Khaled El Emam, Jarrett Rosenberg	Preliminary Guidelines for Empirical Research in Software Engineering.	IEEE Trans. Software Eng.	2002	DBLP DOI BibTeX RDF	Empirical software research, research guidelines, statistical mistakes
24	John Moses, Malcolm Farrow, Peter Smith	Statistical Methods for Predicting and Improving Cohesion Using Information Flow: An Empirical Study.	Softw. Qual. J.	2002	DBLP DOI BibTeX RDF	information flow measures, cohesion prediction systems, empirical relations, ordinal cohesion scales, binary and ordinal logistic regression, cohesion
24	Martin Höst	Introducing Empirical Software Engineering Methods in Education.	CSEE&T	2002	DBLP DOI BibTeX RDF	education, teaching, empirical software engineering
24	Forrest Shull, Jeffrey C. Carver, Guilherme Travassos	An empirical methodology for introducing software processes.	ESEC / SIGSOFT FSE	2001	DBLP DOI BibTeX RDF	OO design inspections, experimental process, empirical studies, software quality, software process
24	Pierre N. Robillard, Patrick d'Astous, Françoise Détienne, Willemien Visser	An empirical method based on protocol analysis to analyze technical review meetings.	CASCON	1998	DBLP BibTeX RDF	cognitive activity, technical review meeting, software engineering, collaborative work, empirical methods, protocol analysis
24	Filippo Lanubile	Empirical Evaluation of Software Maintenance Technologies.	Empir. Softw. Eng.	1997	DBLP DOI BibTeX RDF	software maintenance, empirical research, technology evaluation, classification framework
24	Clare-Marie Karat, Robert Campbell, Tarra Fiegel	Comparison of empirical testing and walkthrough methods in user interface evaluation.	CHI	1992	DBLP DOI BibTeX RDF	problem severity, scenarios, cost-effectiveness, walkthroughs, empirical testing
24	Dag I. K. Sjøberg, Tore Dybå, Magne Jørgensen	The Future of Empirical Methods in Software Engineering Research.	FOSE	2007	DBLP DOI BibTeX RDF
24	Walter F. Tichy, Frank Padberg	Empirical Methods in Software Engineering Research.	ICSE Companion	2007	DBLP DOI BibTeX RDF
24	Russell Boyatt, Antony Harfield, Meurig Beynon	Learning about and through Empirical Modelling.	ICALT	2006	DBLP DOI BibTeX RDF
24	Marcus Ciolkowski, Dirk Muthig, Jörg Rech	Using Academic Courses for Empirical Validation of Software Development Processes.	EUROMICRO	2004	DBLP DOI BibTeX RDF
24	Jon D. Valett	The Practical Use of Empirical Studies for Maintenance Process Improvement.	Empir. Softw. Eng.	1997	DBLP DOI BibTeX RDF	measurement, software maintenance, assessment, experimentation, process improvement
24	Kuang-Ming Huang, Jan M. Zytkow	Discovering Empirical Equations from Robot-Collected Data.	ISMIS	1997	DBLP DOI BibTeX RDF
23	Mikael Svahnberg, Aybüke Aurum, Claes Wohlin	Using students as subjects - an empirical evaluation.	ESEM	2008	DBLP DOI BibTeX RDF	education, requirements engineering, students, empirical, industry practice
23	Gursimran Singh Walia, Jeffrey C. Carver, Thomas Philip	Requirement error abstraction and classification: an empirical study.	ISESE	2006	DBLP DOI BibTeX RDF	error abstraction, empirical study, error, inspection, root cause analysis
23	Kennet Henningsson, Claes Wohlin	Assuring Fault Classification Agreement -- An Empirical Evaluation.	ISESE	2004	DBLP DOI BibTeX RDF	classifier agreement, Serial studies, empirical evaluation, Fault classification, orthogonal defect classification
23	Marcela Genero, Mario Piattini, Coral Calero	Empirical Validation of Class Diagram Metrics.	ISESE	2002	DBLP DOI BibTeX RDF	OO high-level metrics, UML, maintainability, class diagrams, empirical validation, structural complexity
23	Emelie Engström, Mats Skoglund, Per Runeson	Empirical evaluations of regression test selection techniques: a systematic review.	ESEM	2008	DBLP DOI BibTeX RDF	regression testing, systematic review, test selection
23	Daniela S. Cruzes, Victor R. Basili, Forrest Shull, Mário Jino	Automated Information Extraction from Empirical Software Engineering Literature: Is that possible?	ESEM	2007	DBLP DOI BibTeX RDF
23	Marcus Ciolkowski, Oliver Laitenberger, Sira Vegas, Stefan Biffl	Practical Experiences in the Design and Conduct of Surveys in Empirical Software Engineering.	ESERNET	2003	DBLP DOI BibTeX RDF
21	Scott L. Schneberger	Software maintenance in distributed computer environments: system complexity versus component simplicity.	ICSM	1995	DBLP DOI BibTeX RDF	component simplicity, distributed system software maintenance, software maintenance difficulty, diametrics, information systems complexity, empirical quantitative data, empirical qualitative data, information systems, software maintenance, software maintenance, distributed processing, conceptual model, systems analysis, distributed computer environments, IS professionals, technological change, system complexity, information system architectures
21	Maria Teresa Baldassarre, Nicola Boffoli, Danilo Caivano, Giuseppe Visaggio	A Hands-On Approach for Teaching Systematic Review.	PROFES	2008	DBLP DOI BibTeX RDF	Empirical Software Engineering, Systematic Review, Statistical Process Control, Evidence Based Software Engineering
21	Amador Durán 0001, Beatriz Bernárdez 0001, Marcela Genero, Mario Piattini	Empirically Driven Use Case Metamodel Evolution.	UML	2004	DBLP DOI BibTeX RDF	metamodel evolution, use cases, empirical software engineering
21	Wei-Tsih Lee, Manoel Fernando Tenorio	On an Asymptotically Optimal Adaptive Classifier Design Criterion.	IEEE Trans. Pattern Anal. Mach. Intell.	1993	DBLP DOI BibTeX RDF	classification error estimation, asymptotically optimal adaptive classifier, design criterion, classifier complexity, generalized minimum empirical error criterion, optimisation, image recognition, image recognition, neural nets, error analysis, estimation theory, error probability, generalization error, neural network classifier, Vapnik-Chervonenkis dimension
21	Kleinner Farias	Empirical evaluation of effort on composing design models.	ICSE (2)	2010	DBLP DOI BibTeX RDF	UML, empirical studies, model composition
21	John Vrettaros, Alexis Tagoulis, Niki Giannopoulou, Athanasios Drigas	An Empirical Study on the Use of Web 2.0 by Greek Adult Instructors in Educational Procedures.	WSKS (2)	2009	DBLP DOI BibTeX RDF	e-learning, empirical study, Web 2.0, wikis, blogs, social software, facebook, youtube
21	Patrick R. Jordan, Michael P. Wellman	Generalization risk minimization in empirical game models.	AAMAS (1)	2009	DBLP BibTeX RDF	empirical game, generalization risk minimization