Welcome to DiSC 2003
SIGMOD 2002
PODS 2002
 SIGMOD RECORD 2002
 ADBIS 2002
CIKM 2002
CoopIS 2002
 EDBT 2002
 ER 2002
Data Engineering Bul
DEXA_EC-WEB 2002
DMKD 2002
 DPDJ 2002
HYPERTEXT 2002
ICDE 2002
ICDM 2002
JCDL 2002
KDD 2002
 KDD_EXPLORATIONS 20
KRDB 2002
MDM 2002
MIS 2002
RIDE 2002
SBBD 2002
 SIGIR 2002
 SIGIR FORUM 2002
SSDBM 2002
TODS 2002
TIME 2002
VLDB 2002
VLDBJ 2002
About DiSC 2003
Editorial Board
Acknowledgements
DiSC 2003 Production
ADVIS
DiSC'03 Feedback
DiSC'03 Sitemap
Search DiSC'03
<<<Author Index>>>
Copyright Notice

Paul R. Cohen

Papers on DiSC'03


Unsupervised Segmentation of Categorical Time Series into Episodes

Publications


Note: Links lead to the DBLP on the Web.

Paul R. Cohen

85 Paul R. Cohen, Tim Oates , Carole R. Beal , Niall M. Adams : Contentful Mental States for Robot Baby. AAAI/IAAI 2002 : 126-131

84 Laura Firoiu , Paul R. Cohen: Segmenting Time Series with a Hybrid Neural Networks - Hidden Markov Model. AAAI/IAAI 2002 : 247-252

83 Matthew D. Schmill , Paul R. Cohen: A motivational system that drives the development of activity. AAMAS 2002 : 358-359

82 Paul R. Cohen, Brent Heeringa , Niall M. Adams : Unsupervised Segmentation of Categorical Time Series into Episodes. ICDM 2002 : 99-106

81 Paul R. Cohen, Brent Heeringa , Niall M. Adams : An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes. Pattern Detection and Discovery 2002 : 49-62

80 Marco Ramoni , Paola Sebastiani , Paul R. Cohen: Bayesian Clustering by Dynamics. Machine Learning 47 (1): 91-121 (2002)

79 Paul R. Cohen, Tim Oates , Niall M. Adams , Carole R. Beal : Robot Baby 2001. ALT 2001 : 32-56

78 Marc S. Atkin , Gary W. King , David L. Westbrook , Brent Heeringa , Paul R. Cohen: Hierarchical agent control: a framework for defining agent behavior. Agents 2001 : 425-432

77 Paul R. Cohen, Tim Oates , Niall M. Adams , Carole R. Beal : Robot Baby 2001. Discovery Science 2001 : 29

76 Paul R. Cohen, Niall M. Adams : An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes. IDA 2001 : 198-207

75 Paul R. Cohen: Fluent Learning: Elucidating the Structure of Episodes. IDA 2001 : 268-277

74 Paul R. Cohen, Niall M. Adams , David J. Hand : The IDA'01 Robot Data Challenge. IDA 2001 : 378-382

73 Paola Sebastiani , Marco Ramoni , Paul R. Cohen: Sequence Learning via Bayesian Clustering by Dynamics. Sequence Learning 2001 : 11-34

72 Tim Oates , Laura Firoiu , Paul R. Cohen: Using Dynamic Time Warping to Bootstrap HMM-Based Clustering of Time Series. Sequence Learning 2001 : 35-52

71 Lorraine M. Fesq , Ella M. Atkins , Lina Khatib , Charles Pecheur , Paul R. Cohen, Lynn Andrea Stein , Michael van Lent , John E. Laird , A. Provetti , S. Tran Cao : AAAI 2001 Spring Symposium Series Reports. AI Magazine 22 (3): 117-122 (2001)

70 Marco Ramoni , Paola Sebastiani , Paul R. Cohen: Multivariate Clustering by Dynamics. AAAI/IAAI 2000 : 633-638

69 Tim Oates , Matthew D. Schmill , Paul R. Cohen: A Method for Clustering the Experiences of a Mobile Robot that Accords with Human Judgments. AAAI/IAAI 2000 : 846-851

68 Matthew D. Schmill , Tim Oates , Paul R. Cohen: Learning Planning Operators in Real-World, Partially Observable Environments. AIPS 2000 : 246-253

67 Tim Oates , Matthew D. Schmill , Paul R. Cohen: Identifying qualitatively different outcomes of actions: gaining autonomy through learning. Agents 2000 : 110-111

66 Marco Ramoni , Paola Sebastiani , Paul R. Cohen: Unsupervised clustering of robot activities: a Bayesian approach. Agents 2000 : 134-135

65 Tim Oates , Zachary Eyler-Walker , Paul R. Cohen: Toward natural language interfaces for robotic agents: grounding linguistic meaning in sensors. Agents 2000 : 227-228

64 Marc S. Atkin , David L. Westbrook , Paul R. Cohen: HAC: A Unified View of Reactive and Deliberative Activity. Balancing Reactivity and Social Deliberation in Multi-Agent Systems 2000 : 92-110

63 Catherine C. McGeoch , Peter Sanders , Rudolf Fleischer , Paul R. Cohen, Doina Precup : Using Finite Experiments to Study Asymptotic Performance. Experimental Algorithmics 2000 : 93-126

62 Marc S. Atkin , David L. Westbrook , Paul R. Cohen: Simulation using software agents II: domain-general simulation and planning with physical schemas. Winter Simulation Conference 2000 : 1730-1738

61 Marc S. Atkin , Paul R. Cohen: Using simulation and critical points to define states in continuous search spaces. Winter Simulation Conference 2000 : 464-470

60 Brent Heeringa , Paul R. Cohen: An underlying model for defeat mechanisms. Winter Simulation Conference 2000 : 933-939

59 David D. Jensen , Paul R. Cohen: Multiple Comparisons in Induction Algorithms. Machine Learning 38 (3): 309-338 (2000)

58 Paul R. Cohen, Mary Litch : What are contentful mental states? Dretske's theory of mental content viewed in the light of robot learning and planning algortihms. AAAI/IAAI 1999 : 108-113

57 Paul R. Cohen, Vinay K. Chaudhri , Adam Pease , Robert Schrag : Does Prior Knowledge Facilitate the Development of Knowledge-based Systems? AAAI/IAAI 1999 : 221-226

56 Michael T. Rosenstein , Paul R. Cohen: Continuous Categories For a Mobile Robot. AAAI/IAAI 1999 : 634-640

55 Laura Firoiu , Paul R. Cohen: Abstracting from Robot Sensor Data using Hidden Markov Models. ICML 1999 : 106-114

54 Paola Sebastiani , Marco Ramoni , Paul R. Cohen, John Warwick , James Davis : Discovering Dynamics Using Bayesian Clustering. IDA 1999 : 199-210

53 Laura Firoiu , Paul R. Cohen: Learning Elements of Representations for Redescribing Robot Experiences. IDA 1999 : 99-110

52 Tim Oates , Matthew D. Schmill , Paul R. Cohen: Efficient Mining of Statistical Dependencies. IJCAI 1999 : 794-799

51 M. E. Barrows , Dawn E. Gregory , Li-Xin Gao , Arnold L. Rosenberg , Paul R. Cohen: An empirical study of dynamic scheduling on rings of processors. Parallel Computing 25 (9): 1063-1079 (1999)

50 Michael T. Rosenstein , Paul R. Cohen: Concepts From Time Series. AAAI/IAAI 1998 : 739-745

49 Matthew D. Schmill , Michael T. Rosenstein , Paul R. Cohen, Paul E. Utgoff : Learning What Is Relevant to the Effects of Actions for a Mobile Robot. Agents 1998 : 247-253

48 Laura Firoiu , Tim Oates , Paul R. Cohen: Learning Deterministic Finite Automaton with a Recurrent Neural Network. ICGI 1998 : 90-101

47 Justus H. Piater , Paul R. Cohen, Xiaoqin Zhang , Michael Atighetchi : A Randomized ANOVA Procedure for Comparing Performance Curves. ICML 1998 : 430-438

46 Michael R. Berthold , Paul R. Cohen, Xiaohui Liu : Intelligent Data Analysis: Reasoning About Data. AI Magazine 19 (4): 131-134 (1998)

45 Paul R. Cohen, Robert Schrag , Eric K. Jones , Adam Pease , Albert Lin , Barbara Starr , David Gunning , Murray Burke : The DARPA High-Performance Knowledge Bases Project. AI Magazine 19 (4): 25-49 (1998)

44 Xiaohui Liu , Paul R. Cohen, Michael R. Berthold : Advances in Intelligent Data Analysis, Reasoning about Data, Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings. Springer 1997

43 Paul R. Cohen, Marc S. Atkin , Tim Oates , Carole R. Beal : Neo: Learning Conceptual Knowledge by Sensorimotor Interaction with an Environment. Agents 1997 : 170-177

42 Robert St. Amant , Paul R. Cohen: Evaluation of a Semi-Autonomous Assistent for Exploratory Data Analysis. Agents 1997 : 355-362

41 Tim Oates , Matthew D. Schmill , Paul R. Cohen: Parallel and Distributed Search for Structure in Multivariate Time Series. ECML 1997 : 191-198

40 David Jensen , Tim Oates , Paul R. Cohen: Building Simple Models: A Case Study with Decision Trees. IDA 1997 : 211-222

39 Catherine C. McGeoch , Doina Precup , Paul R. Cohen: How to Find Big-Oh in Your Data Set (and How Not to). IDA 1997 : 41-52

38 Dawn E. Gregory , Paul R. Cohen: Integrating Many Techniques for Discovering Structure in Data. IDA 1997 : 77-88

37 Robert St. Amant , Paul R. Cohen: Interaction with a Mixed-Initiative System for Exploratory Data Analysis. Intelligent User Interfaces 1997 : 15-22

36 Tim Oates , Paul R. Cohen: Searching for Planning Operators with Context-Dependent and Probabilistic Effects. AAAI/IAAI, Vol. 1 1996 : 863-868

35 Robert St. Amant , Paul R. Cohen: A Planner for Exploratory Data Analysis. AIPS 1996 : 205-212

34 Scott D. Anderson , Paul R. Cohen: On-line Planning Simulation. AIPS 1996 : 3-10

33 Tim Oates , Paul R. Cohen: Searching for Structure in Multiple Streams of Data. ICML 1996 : 346-354

32 Paul R. Cohen, Bruce W. Porter : Editorial. Artificial Intelligence 85 (1-2): 1-2 (1996)

31 Scott D. Anderson , Paul R. Cohen: Timed Common Lisp: The Duration of Deliberation. SIGART Bulletin 7 (2): 11-15 (1996)

30 Adele E. Howe , Paul R. Cohen: Understanding Planner Behavior. Artificial Intelligence 76 (1-2): 125-166 (1995)

29 Tim Oates , Paul R. Cohen: Toward a Plan Steering Agent: Experiments with Schedule Maintenance. AIPS 1994 : 134-139

28 Adele E. Howe , Robert St. Amant , Paul R. Cohen: Integrating Statistical Methods for Characterizing Causal Influences on Planner Behavior over Time. ICTAI 1994 : 56-62

27 Scott D. Anderson , Adam Carlson , David L. Westbrook , David M. Hart , Paul R. Cohen: Tols for Experiments in Planning. ICTAI 1994 : 615-623

26 Marc S. Atkin , Paul R. Cohen: Learning Monitoring Strategies: A Difficult Genetic Programming Application. International Conference on Evolutionary Computation 1994 : 328-332

25 Robert St. Amant , Paul R. Cohen: Toward the Integration of Exploration and Modeling in a Planning Framework. KDD Workshop 1994 : 49-60

24 Dawn E. Gregory , Paul R. Cohen: Two Algorithms for Inducing Causal Models from Data. KDD Workshop 1994 : 73-84

23 Paul R. Cohen, Adam Carlson , Lisa Ballesteros , Adam St. Amant : Automating Path Analysis for Building Causal Models from Data. ICML 1993 : 57-64

22 Steve Hanks , Martha E. Pollack , Paul R. Cohen: Benchmarks, Test Beds, Controlled Experimentation, and the Design of Agent Architectures. AI Magazine 14 (4): 17-42 (1993)

21 Adele E. Howe , Paul R. Cohen: Failure Recovery: A Model and Experiments. AAAI 1991 : 801-808

20 Michel Audette , Paul R. Cohen, Juyang Weng : Shading-Based Two-View Matching. IJCAI 1991 : 1286-1291

19 Paul R. Cohen: A Survey of the Eighth National Conference on Artificial Intelligence: Pulling Together or Pulling Apart? AI Magazine 12 (1): 16-41 (1991)

18 Scott D. Anderson , David M. Hart , Paul R. Cohen: Two Ways to Act. SIGART Bulletin 2 (4): 20-24 (1991)

17 Paul R. Cohen, Michael L. Greenberg , David M. Hart , Adele E. Howe : Trial by Fire: Understanding the Design Requirements for Agents in Complex Environments. AI Magazine 10 (3): 32-48 (1989)

16 Mark F. Orelup , John R. Dixon , Paul R. Cohen, Melvin K. Simmons : Dominic II: Meta-Level Control in Iterative Redesign. AAAI 1988 : 25-30

15 Paul R. Cohen, Cynthia L. Loiselle : Beyond ISA: Structures for Plausible Inference In Semantic Networks. AAAI 1988 : 415-420

14 W. Bruce Croft , T. J. Lucia , Paul R. Cohen: Retrieving Documents by Plausible Inference: A Preliminary Study. SIGIR 1988 : 481-494

13 Paul R. Cohen, Adele E. Howe : How Evaluation Guides AI Research: The Message Still Counts More than the Medium. AI Magazine 9 (4): 35-43 (1988)

12 Paul R. Cohen, Michael Greenberg , Jefferson DeLisio : MU: A Development Environment for Prospective Reasoning Systems. AAAI 1987 : 783-788

11 Thomas R. Gruber , Paul R. Cohen: Knowledge Engineering Tools at the Architecture Level. IJCAI 1987 : 100-105

10 Paul R. Cohen: Steps Towards Programs that Manage Uncertainty. UAI 1987 : 257-266

9 Paul R. Cohen, Glenn Shafer , Prakash P. Shenoy : Modifiable Combining Functions. UAI 1987 : 357-374

8 Rick Kjeldsen , Paul R. Cohen: The Evolution and Performance of the GRANT System. IEEE Expert 2 (2): 73-79 (1987)

7 Thomas R. Gruber , Paul R. Cohen: Design for Acquisition: Principles of Knowledge-System Design to Facilitate Knowledge Acquisition. International Journal of Man-Machine Studies 26 (2): 143-159 (1987)

6 Paul R. Cohen: Numeric and Symbolic Reasoning in Expert Systems. ECAI 1986 : 527-541

5 Michael Sullivan , Paul R. Cohen: An Endorsement-based Plan Recognition Program. IJCAI 1985 : 475-479

4 Paul R. Cohen, Alvah Davis , David Day , Michael Greenberg , Rick Kjeldsen , Susan E. Lander , Cynthia Loiselle : Representativeness and Uncertainty in Classification Schemes. AI Magazine 6 (3): 136-149 (1985)

3 Paul R. Cohen, Mark D. Lieberman : A Report on FOLIO: An Expert Assistant for Portfolio Managers. IJCAI 1983 : 212-214

2 Paul R. Cohen, Milton R. Grinberg : A Framework for Heuristic Reasoning About Uncertainty. IJCAI 1983 : 355-357

1 Paul R. Cohen, Milton R. Grinberg : A Theory of Heuristic Reasoning About Uncertainty. AI Magazine 4 (2): 17-24 (1983)




DiSC'03 © 2003 Association for Computing Machinery