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Empirical methods for artificial intelligenceAugust 1995
- Author:
- Paul R. Cohen
Abstract
No abstract available.
Cited By
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- Peters U and Carman M (2023). Unjustified Sample Sizes and Generalizations in Explainable Artificial Intelligence Research: Principles for More Inclusive User Studies, IEEE Intelligent Systems, 38:6, (52-60), Online publication date: 1-Nov-2023.
- Klein G, Hoffman R, Clancey W, Mueller S, Jentsch F and Jalaeian M (2023). “Minimum Necessary Rigor” in empirically evaluating human–AI work systems, AI Magazine, 44:3, (274-281), Online publication date: 14-Sep-2023.
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- Yedida R, Kang H, Tu H, Yang X, Lo D and Menzies T (2023). How to Find Actionable Static Analysis Warnings: A Case Study With FindBugs, IEEE Transactions on Software Engineering, 49:4, (2856-2872), Online publication date: 1-Apr-2023.
- Xia T, Fu W, Shu R, Agrawal R and Menzies T (2022). Predicting health indicators for open source projects (using hyperparameter optimization), Empirical Software Engineering, 27:6, Online publication date: 1-Nov-2022.
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- López-ibáñez M, Branke J and Paquete L (2021). Reproducibility in Evolutionary Computation, ACM Transactions on Evolutionary Learning and Optimization, 1:4, (1-21), Online publication date: 31-Dec-2022.
- Langley P (2021). Agents of exploration and discovery, AI Magazine, 42:4, (72-82), Online publication date: 1-Dec-2021.
- Montagna S, Braccini M and Roli A (2020). The Impact of Self-Loops on Boolean Networks Attractor Landscape and Implications for Cell Differentiation Modelling, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 18:6, (2702-2713), Online publication date: 1-Nov-2021.
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- Gundersen O (2020). The Reproducibility Crisis Is Real, AI Magazine, 41:3, (103-106), Online publication date: 1-Sep-2020.
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- Perea-Ortega J, Lloret E, Alfonso UreñA-LóPez L and Palomar M (2013). Application of Text Summarization techniques to the Geographical Information Retrieval task, Expert Systems with Applications: An International Journal, 40:8, (2966-2974), Online publication date: 1-Jun-2013.
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- Morrison C and Snodgrass R (2011). Computer science can use more science, Communications of the ACM, 54:6, (36-38), Online publication date: 1-Jun-2011.
- Gorski N and Laird J (2011). Learning to use episodic memory, Cognitive Systems Research, 12:2, (144-153), Online publication date: 1-Jun-2011.
- Schultz U, Bordignon M and Stoy K (2011). Robust and reversible execution of self-reconfiguration sequences???, Robotica, 29:1, (35-57), Online publication date: 1-Jan-2011.
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- Grze M and Kudenko D (2010). 2010 Special Issue, Neural Networks, 23:4, (541-550), Online publication date: 1-May-2010.
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- Lass R, Sultanik E and Regli W Measurement techniques for multiagent systems Proceedings of the 8th Workshop on Performance Metrics for Intelligent Systems, (135-142)
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- Malewicz G, Foster I, Rosenberg A and Wilde M (2007). A Tool for Prioritizing DAGMan Jobs and its Evaluation, Journal of Grid Computing, 5:2, (197-212), Online publication date: 1-Jun-2007.
- Yoshida K, Tsuruoka Y, Miyao Y and Tsujii J Ambiguous part-of-speech tagging for improving accuracy and domain portability of syntactic parsers Proceedings of the 20th international joint conference on Artifical intelligence, (1783-1788)
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- Holz H, Applin A, Haberman B, Joyce D, Purchase H and Reed C (2006). Research methods in computing, ACM SIGCSE Bulletin, 38:4, (96-114), Online publication date: 1-Dec-2006.
- Menzies T, Chen Z, Hihn J and Lum K (2006). Selecting Best Practices for Effort Estimation, IEEE Transactions on Software Engineering, 32:11, (883-895), Online publication date: 1-Nov-2006.
- Bartz-Beielstein T, Preuss M and Rudolph G Investigation of one-go evolution strategy/quasi-newton hybridizations Proceedings of the Third international conference on Hybrid Metaheuristics, (178-191)
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- Chiarandini M, Birattari M, Socha K and Rossi-Doria O (2006). An effective hybrid algorithm for university course timetabling, Journal of Scheduling, 9:5, (403-432), Online publication date: 1-Oct-2006.
- Balaprakash P, Birattari M, Stützle T and Dorigo M Incremental local search in ant colony optimization Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence, (156-166)
- Gu M and Aamodt A Evaluating CBR systems using different data sources Proceedings of the 8th European conference on Advances in Case-Based Reasoning, (121-135)
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- Ninomiya T, Matsuzaki T, Tsuruoka Y, Miyao Y and Tsujii J Extremely lexicalized models for accurate and fast HPSG parsing Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing, (155-163)
- McClosky D, Charniak E and Johnson M Reranking and self-training for parser adaptation Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, (337-344)
- Lange D Boot camp for cognitive systems proceedings of the 21st national conference on Artificial intelligence - Volume 2, (1889-1890)
- Monroy G, Stanley K and Miikkulainen R Coevolution of neural networks using a layered pareto archive Proceedings of the 8th annual conference on Genetic and evolutionary computation, (329-336)
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- Riezler S and Maxwell J Grammatical machine translation Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, (248-255)
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- Klassner F (2006). Launching into AI's October Sky with Robotics and Lisp, AI Magazine, 27:1, (51-65), Online publication date: 1-Mar-2006.
- Malewicz G Implementation and experiments with an algorithm for parallel scheduling of complex dags under uncertainty Proceedings of the Meeting on Algorithm Engineering & Expermiments, (66-74)
- Turian J and Melamed I Constituent parsing by classification Proceedings of the Ninth International Workshop on Parsing Technology, (141-151)
- Spronck P and van den Herik J A tutoring system for commercial games Proceedings of the 4th international conference on Entertainment Computing, (389-400)
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- Cohen P, Morrison C and Cannon E Maps for verbs Proceedings of the 19th international joint conference on Artificial intelligence, (1022-1027)
- Davidsson P, Johansson S and Svahnberg M Using the analytic hierarchy process for evaluating multi-agent system architecture candidates Proceedings of the 6th international conference on Agent-Oriented Software Engineering, (205-217)
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- Watson J, Beck J, Howe A and Whitley L (2003). Problem difficulty for tabu search in job-shop scheduling, Artificial Intelligence, 143:2, (189-217), Online publication date: 1-Feb-2003.
- Litman D and Pan S (2002). Designing and Evaluating an Adaptive Spoken Dialogue System, User Modeling and User-Adapted Interaction, 12:2-3, (111-137), Online publication date: 19-Mar-2002.
- Liu X, Cheng G and Wu J (2002). Analyzing Outliers Cautiously, IEEE Transactions on Knowledge and Data Engineering, 14:2, (432-437), Online publication date: 1-Mar-2002.
- Domingos P Machine learning Handbook of data mining and knowledge discovery, (660-670)
- Jensen D Knowledge evaluation Handbook of data mining and knowledge discovery, (475-489)
- Findler N Innovative features in a distributed decision support system based on intelligent agent technology Decision making support systems, (174-192)
- Belker T, Beetz M and Cremers A (2002). Learning of plan execution policies for indoor navigation, AI Communications, 15:1, (3-16), Online publication date: 1-Jan-2002.
- Hoffman A Performance comparisons of neural networks and machine learning techniques New learning paradigms in soft computing, (231-250)
- Aler R, Borrajo D and Isasi P (2001). Learning to Solve Planning Problems Efficiently by Means of Genetic Programming, Evolutionary Computation, 9:4, (387-420), Online publication date: 1-Dec-2001.
- Moody J, Silva R and Vanderwaart J Data filtering for automatic classification of rocks from reflectance spectra Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, (347-352)
- Sharma R and Poole D Symmetric collaborative filtering using the noisy sensor model Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence, (488-495)
- Johnson M Joint and conditional estimation of tagging and parsing models Proceedings of the 39th Annual Meeting on Association for Computational Linguistics, (322-329)
- Hirschberg J, Litman D and Swerts M Identifying user corrections automatically in spoken dialogue systems Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies, (1-8)
- Ward C, Gobet F and Kendall G (2001). Evolving collective behavior in an artificial ecology, Artificial Life, 7:2, (191-209), Online publication date: 1-May-2001.
- Brüninghaus S and Ashley K Improving the representation of legal case texts with information extraction methods Proceedings of the 8th international conference on Artificial intelligence and law, (42-51)
- Chamillard A and Joiner J (2001). Using lab practica to evaluate programming ability, ACM SIGCSE Bulletin, 33:1, (159-163), Online publication date: 1-Mar-2001.
- Chamillard A and Joiner J Using lab practica to evaluate programming ability Proceedings of the thirty-second SIGCSE technical symposium on Computer Science Education, (159-163)
- Drummond C, Ionescu D and Holte R (2000). A Learning Agent that Assists the Browsing of Software Libraries, IEEE Transactions on Software Engineering, 26:12, (1179-1196), Online publication date: 1-Dec-2000.
- Hsu C and Knoblock C (2000). Semantic Query Optimization for Query Plans of Heterogeneous Multidatabase Systems, IEEE Transactions on Knowledge and Data Engineering, 12:6, (959-978), Online publication date: 1-Nov-2000.
- Pan S and Hirschberg J Modeling local context for pitch accent prediction Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, (233-240)
- Jordan P and Walker M Learning attribute selections for non-pronominal expressions Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, (181-190)
- Jordan P Can nominal expressions achieve multiple goals? Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, (142-149)
- Yeh A Using existing systems to supplement small amounts of annotated grammatical relations training data Proceedings of the 38th Annual Meeting on Association for Computational Linguistics, (126-132)
- Yeh A More accurate tests for the statistical significance of result differences Proceedings of the 18th conference on Computational linguistics - Volume 2, (947-953)
- Chu-Carroll J and Nickerson J Evaluating automatic dialogue strategy adaptation for a spoken dialogue system Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference, (202-209)
- Jensen D and Cohen P (2000). Multiple Comparisons in Induction Algorithms, Machine Language, 38:3, (309-338), Online publication date: 1-Mar-2000.
- Sharif A (1999). Harnessing agile concepts for the development of Intelligent Systems, New Generation Computing, 17:4, (369-380), Online publication date: 1-Dec-1999.
- Robertson D (1999). Desert Island Column, Automated Software Engineering, 6:4, (441-443), Online publication date: 1-Oct-1999.
- Ortiz L and Kaelbling L Accelerating EM Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence, (512-521)
- Litman D, Walker M and Kearns M Automatic detection of poor speech recognition at the dialogue level Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics, (309-316)
- Nakano M, Miyazaki N, Hirasawa J, Dohsaka K and Kawabata T Understanding unsegmented user utterances in real-time spoken dialogue systems Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics, (200-207)
- Bruce R and Wiebe J (1999). Decomposable modeling in natural language processing, Computational Linguistics, 25:2, (195-207), Online publication date: 1-Jun-1999.
- Hougen D, Rybski P and Gini M (1999). Repeatability of Real World Training Experiments, Autonomous Robots, 6:3, (281-292), Online publication date: 1-Jun-1999.
- Jensen D, Dong Y, Staudt Legner B, McCall E, Osterweil L, Sutton S and Wise A (1999). Coordinating agent activities in knowledge discovery processes, ACM SIGSOFT Software Engineering Notes, 24:2, (137-146), Online publication date: 1-Mar-1999.
- Jensen D, Dong Y, Staudt Legner B, McCall E, Osterweil L, Sutton S and Wise A Coordinating agent activities in knowledge discovery processes Proceedings of the international joint conference on Work activities coordination and collaboration, (137-146)
- Turner E and Turner R (1999). A Constraint-Based Approach to Assigning System Components to Tasks, Applied Intelligence, 10:2-3, (155-172), Online publication date: 1-Mar-1999.
- Whittaker S, Terveen L, Hill W and Cherny L The dynamics of mass interaction Proceedings of the 1998 ACM conference on Computer supported cooperative work, (257-264)
- Oates T and Jensen D Large datasets lead to overly complex models Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining, (294-298)
- Walker M, Fromer J and Narayanan S Learning optimal dialogue strategies Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics - Volume 2, (1345-1351)
- Litman D, Pan S and Walker M Evaluating response strategies in a Web-based spoken dialogue agent Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics - Volume 2, (780-786)
- Allan J, Papka R and Lavrenko V On-line new event detection and tracking Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval, (37-45)
- Ibargüengoytia P, Sucar L and Vadera S Any time probabilistic reasoning for sensor validation Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence, (266-273)
- Andersson M and Sandholm T Sequencing of Contract Types for Anytime Task Reallocation Selected Papers from the First International Workshop on Agent Mediated Electronic Trading on Agent Mediated Electronic Commerce, (54-69)
- Schmill M, Rosenstein M, Cohen P and Utgoff P Learning what is relevant to the effects of actions for a mobile robot Proceedings of the second international conference on Autonomous agents, (247-253)
- Walker M, Litman D, Kamm C and Abella A Evaluating interactive dialogue systems Interactive Spoken Dialog Systems on Bringing Speech and NLP Together in Real Applications, (1-8)
- Walker M, Litman D, Kamm C and Abella A PARADISE Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics, (271-280)
- Walker M and Moore J (1997). Empirical studies in discourse, Computational Linguistics, 23:1, (1-12), Online publication date: 1-Mar-1997.
- St. Amant R and Cohen P Evaluation of a semi-autonomous assistant for exploratory data analysis Proceedings of the first international conference on Autonomous agents, (355-362)
- St. Amant R and Cohen P Interaction with a mixed-initiative system for exploratory data analysis Proceedings of the 2nd international conference on Intelligent user interfaces, (15-22)
- Knight K, Langley P and Cohen P (1996). What makes a compelling empirical evaluation?, IEEE Expert: Intelligent Systems and Their Applications, 11:5, (10-14), Online publication date: 1-Oct-1996.
- Zilberstein S (1995). The utility of planning, ACM SIGART Bulletin, 6:1, (42-47), Online publication date: 11-Jan-1995.
- Pollack M (1995). Evaluating planners, plans, and planning agents, ACM SIGART Bulletin, 6:1, (4-7), Online publication date: 11-Jan-1995.
- Cohen P, Ballesteros L, Carlson A and Amant R Automating path analysis for building causal models from data Proceedings of the 2nd International Conference on Knowledge Discovery in Databases, (153-161)
- Chamorro-Martinez J, Martinez-Jimenez P and Soto-Hidalgo J Fuzzy partitions for modelling texture properties: Coarseness, contrast and directionality 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-8)
Index Terms
- Empirical methods for artificial intelligence
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