Report date: Dec 2,2025 Conflict count: 369596 Publisher: Springer-Verlag Title count: 336 Conflict count: 5397 ========================================================== Created: 2025-07-10 11:30:22 ConfID: 8210429 CauseID: 1704042501 OtherID: 144247242 JT: Machine Learning MD: Spirkovska,15,2,169,1994,Higher-Order Neural Networks Applied to 2D and 3D Object Recognition DOI: 10.1023/A:1022621522141(Journal) (8210429-N) DOI: 10.1007/BF00993276(Journal) ========================================================== Created: 2025-07-10 11:30:36 ConfID: 8210428 CauseID: 1704042485 OtherID: 146692664 JT: Machine Learning MD: Yamanishi,9,2-3,165,1992,A Learning Criterion for Stochastic Rules DOI: 10.1023/A:1022641132503(Journal) (8210428-N) DOI: 10.1007/BF00992676(Journal) ========================================================== Created: 2025-07-10 11:30:17 ConfID: 8210425 CauseID: 1704042367 OtherID: 115364016 JT: Machine Learning MD: Porter,1,3,249,1986,Experimental Goal Regression: A Method for Learning Problem-Solving Heuristics DOI: 10.1023/A:1022806513480(Journal) (8210425-N) DOI: 10.1007/BF00116893(Journal) ========================================================== Created: 2025-07-10 11:29:58 ConfID: 8210424 CauseID: 1704042308 OtherID: 1369358546 JT: Machine Learning MD: de Raedt,8,2,107,1992,Interactive Concept-Learning and Constructive Induction by Analogy DOI: 10.1023/A:1022664419589(Journal) (8210424-N) DOI: 10.1007/BF00992861(Journal) ========================================================== Created: 2025-07-10 11:30:21 ConfID: 8210427 CauseID: 1704042472 OtherID: 146693510 JT: Machine Learning MD: Pazzani,16,1-2,7,1994,Guest Editor's Introduction DOI: 10.1023/A:1022674617173(Journal) (8210427-N) DOI: 10.1007/BF00993171(Journal) ========================================================== Created: 2025-07-10 11:30:45 ConfID: 8210426 CauseID: 1704042468 OtherID: 390946697 JT: Machine Learning MD: Milosavljević,21,1-2,35,1995,Discovering Dependencies via Algorithmic Mutual Information: A Case Study in DNA Sequence Comparisons DOI: 10.1023/A:1022665630550(Journal) (8210426-N) DOI: 10.1007/BF00993378(Journal) ========================================================== Created: 2025-07-10 11:29:51 ConfID: 8210421 CauseID: 1704042099 OtherID: 114016243 JT: Machine Learning MD: Frey,6,2,161,1991,Letter Recognition Using Holland-Style Adaptive Classifiers DOI: 10.1023/A:1022606404104(Journal) (8210421-N) DOI: 10.1007/BF00114162(Journal) ========================================================== Created: 2025-07-10 11:29:49 ConfID: 8210420 CauseID: 1704041950 OtherID: 114120315 JT: Machine Learning MD: Angluin,5,2,121,1990,Negative Results for Equivalence Queries DOI: 10.1023/A:1022692615781(Journal) (8210420-N) DOI: 10.1007/BF00116034(Journal) ========================================================== Created: 2025-07-10 11:29:57 ConfID: 8210423 CauseID: 1704042282 OtherID: 114782154 JT: Machine Learning MD: Boose,4,3-4,377,1989,Knowledge Acquisition for Knowledge-Based Systems: Notes on the State-of-the-Art DOI: 10.1023/A:1022662924615(Journal) (8210423-N) DOI: 10.1007/BF00130720(Journal) ========================================================== Created: 2025-07-10 11:30:03 ConfID: 8210422 CauseID: 1704042218 OtherID: 114001352 JT: Machine Learning MD: Kocabas,6,3,277,1991,Conflict Resolution as Discovery in Particle Physics DOI: 10.1023/A:1022613811741(Journal) (8210422-N) DOI: 10.1007/BF00114780(Journal) ========================================================== Created: 2025-07-10 11:29:09 ConfID: 8210417 CauseID: 1704041557 OtherID: 148220311 JT: Machine Learning MD: Laird,15,1,43,1994,Discrete Sequence Prediction and Its Applications DOI: 10.1023/A:1022661103485(Journal) (8210417-N) DOI: 10.1007/BF01000408(Journal) ========================================================== Created: 2025-07-10 11:29:10 ConfID: 8210416 CauseID: 1704041540 OtherID: 144247266 JT: Machine Learning MD: Stahl,20,1-2,95,1995,The Appropriateness of Predicate Invention as Bias Shift Operation in ILP DOI: 10.1023/A:1022638219164(Journal) (8210416-N) DOI: 10.1007/BF00993476(Journal) ========================================================== Created: 2025-07-10 11:29:50 ConfID: 8210419 CauseID: 1704041937 OtherID: 114016243 JT: Machine Learning MD: Segre,6,2,183,1991,A Critical Look at Experimental Evaluations of EBL DOI: 10.1023/A:1022658420943(Journal) (8210419-N) DOI: 10.1007/BF00114163(Journal) ========================================================== Created: 2025-07-10 11:29:54 ConfID: 8210418 CauseID: 1704041915 OtherID: 113844005 JT: Machine Learning MD: Langley,2,3,195,1987,Research Papers in Machine Learning DOI: 10.1023/A:1022603230145(Journal) (8210418-N) DOI: 10.1007/BF00058678(Journal) ========================================================== Created: 2025-07-10 11:29:51 ConfID: 8210557 CauseID: 1704041990 OtherID: 114017987 JT: Machine Learning MD: Fisher,2,2,139,1987,Knowledge Acquisition Via Incremental Conceptual Clustering DOI: 10.1023/A:1022852608280(Journal) (8210557-N) DOI: 10.1007/BF00114265(Journal) ========================================================== Created: 2025-07-10 11:29:10 ConfID: 8210556 CauseID: 1704041559 OtherID: 144247266 JT: Machine Learning MD: Turney,20,1-2,23,1995,Technical Note: Bias and the Quantification of Stability DOI: 10.1023/A:1022682001417(Journal) (8210556-N) DOI: 10.1007/BF00993473(Journal) ========================================================== Created: 2025-07-10 11:29:49 ConfID: 8210559 CauseID: 1704042019 OtherID: 115356500 JT: Machine Learning MD: Rendell,1,2,177,1986,A General Framework for Induction and a Study of Selective Induction DOI: 10.1023/A:1022850228501(Journal) (8210559-N) DOI: 10.1007/BF00114117(Journal) ========================================================== Created: 2025-07-10 11:29:48 ConfID: 8210558 CauseID: 1704041993 OtherID: 146692784 JT: Machine Learning MD: Cohen,17,2-3,169,1994,The Learnability of Description Logics with Equality Constraints DOI: 10.1023/A:1022619701011(Journal) (8210558-N) DOI: 10.1007/BF00993470(Journal) ========================================================== Created: 2025-07-10 11:29:11 ConfID: 8210537 CauseID: 1704041567 OtherID: 144241725 JT: Machine Learning MD: Tan,13,1,7,1993,Cost-Sensitive Learning of Classification Knowledge and Its Applications in Robotics DOI: 10.1023/A:1022679428250(Journal) (8210537-N) DOI: 10.1007/BF00993101(Journal) ========================================================== Created: 2025-07-10 11:29:07 ConfID: 8210536 CauseID: 1704041558 OtherID: 148322128 JT: Machine Learning MD: Richards,19,2,95,1995,Automated Refinement of First-Order Horn-Clause Domain Theories DOI: 10.1023/A:1022611224557(Journal) (8210536-N) DOI: 10.1007/BF01007461(Journal) ========================================================== Created: 2025-07-10 11:29:08 ConfID: 8210517 CauseID: 1704041562 OtherID: 146695751 JT: Machine Learning MD: Cooper,9,4,309,1992,A Bayesian Method for the Induction of Probabilistic Networks from Data DOI: 10.1023/A:1022649401552(Journal) (8210517-N) DOI: 10.1007/BF00994110(Journal) ========================================================== Created: 2025-07-10 11:29:09 ConfID: 8210516 CauseID: 1704041552 OtherID: 144253110 JT: Machine Learning MD: Mahadevan,17,1,69,1994,Quantifying Prior Determination Knowledge Using the PAC Learning Model DOI: 10.1023/A:1022605018507(Journal) (8210516-N) DOI: 10.1007/BF00993865(Journal) ========================================================== Created: 2025-07-10 11:29:10 ConfID: 8210518 CauseID: 1704041571 OtherID: 146692730 JT: Machine Learning MD: Tecuci,11,2-3,237,1993,Plausible Justification Trees: A Framework for Deep and Dynamic Integration of Learning Strategies DOI: 10.1023/A:1022613504336(Journal) (8210518-N) DOI: 10.1007/BF00993079(Journal) ========================================================== Created: 2025-07-10 11:30:48 ConfID: 8210501 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Bhatnagar,15,1,69,1994,On-Line Learning from Search Failures DOI: 10.1023/A:1022613220324(Journal) (8210502-N) DOI: 10.1007/BF01000409(Journal) ========================================================== Created: 2025-07-10 11:29:09 ConfID: 8210497 CauseID: 1704041550 OtherID: 146695751 JT: Machine Learning MD: Blum,9,4,373,1992,Learning Boolean Functions in an Infinite Attribute Space DOI: 10.1023/A:1022653502461(Journal) (8210497-N) DOI: 10.1007/BF00994112(Journal) ========================================================== Created: 2025-07-10 11:29:07 ConfID: 8210496 CauseID: 1704041548 OtherID: 148322128 JT: Machine Learning MD: Suppes,19,2,133,1995,Comprehension Grammars Generated from Machine Learning of Natural Languages DOI: 10.1023/A:1022663208628(Journal) (8210496-N) DOI: 10.1007/BF01007462(Journal) ========================================================== Created: 2025-07-10 11:29:58 ConfID: 8210499 CauseID: 1704042305 OtherID: 144247254 JT: Machine Learning MD: Bhansali,10,1,7,1993,Synthesis of UNIX Programs Using Derivational Analogy DOI: 10.1023/A:1022612610155(Journal) (8210499-N) DOI: 10.1007/BF00993480(Journal) ========================================================== Created: 2025-07-10 11:29:11 ConfID: 8210498 CauseID: 1704041566 OtherID: 144241725 JT: Machine Learning MD: Moore,13,1,103,1993,Prioritized Sweeping: Reinforcement Learning with Less Data and Less Time DOI: 10.1023/A:1022635613229(Journal) (8210498-N) DOI: 10.1007/BF00993104(Journal) ========================================================== Created: 2025-07-10 11:29:09 ConfID: 8210477 CauseID: 1704041551 OtherID: 144253110 JT: Machine Learning MD: Hirsh,17,1,5,1994,Generalizing Version Spaces DOI: 10.1023/A:1022600917598(Journal) (8210477-N) DOI: 10.1007/BF00993863(Journal) ========================================================== Created: 2025-07-10 11:29:10 ConfID: 8210476 CauseID: 1704041543 OtherID: 144247266 JT: Machine Learning MD: Subramanian,20,1-2,155,1995,Shifting Vocabulary Bias in Speedup Learning DOI: 10.1023/A:1022642320072(Journal) (8210476-N) DOI: 10.1007/BF00993478(Journal) ========================================================== Created: 2025-07-10 11:29:11 ConfID: 8210478 CauseID: 1704041605 OtherID: 144241725 JT: Machine Learning MD: Towell,13,1,71,1993,Extracting Refined Rules from Knowledge-Based Neural Networks DOI: 10.1023/A:1022683529158(Journal) (8210478-N) DOI: 10.1007/BF00993103(Journal) ========================================================== Created: 2025-07-10 11:29:12 ConfID: 8210461 CauseID: 1704041585 OtherID: 146693510 JT: Machine Learning MD: Jones,16,1-2,11,1994,Acquisition of Children's Addition Strategies: A Model of Impasse-Free, Knowledge-Level Learning DOI: 10.1023/A:1022626701243(Journal) (8210461-N) DOI: 10.1007/BF00993172(Journal) ========================================================== Created: 2025-07-10 11:29:15 ConfID: 8210460 CauseID: 1704041577 OtherID: 146692725 JT: Machine Learning MD: Dietzen,9,1,23,1992,Higher-Order and Modal Logic as a Framework for Explanation-Based Generalization DOI: 10.1023/A:1022676712939(Journal) (8210460-N) DOI: 10.1007/BF00993253(Journal) ========================================================== Created: 2025-07-10 11:29:08 ConfID: 8210457 CauseID: 1704041544 OtherID: 144247242 JT: Machine Learning MD: Schwanke,15,2,137,1994,Using Neural Networks to Modularize Software DOI: 10.1023/A:1022669305303(Journal) (8210457-N) DOI: 10.1007/BF00993275(Journal) ========================================================== Created: 2025-07-10 11:29:07 ConfID: 8210456 CauseID: 1704041542 OtherID: 148322128 JT: Machine Learning MD: Yokomori,19,2,153,1995,On Polynomial-Time Learnability in the Limit of Strictly Deterministic Automata DOI: 10.1023/A:1022615325466(Journal) (8210456-N) DOI: 10.1007/BF01007463(Journal) ========================================================== Created: 2025-07-10 11:29:11 ConfID: 8210459 CauseID: 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Symbiotic Evolution DOI: 10.1023/A:1018004120707(Journal) (8210442-N) DOI: 10.1007/BF00114722(Journal) ========================================================== Created: 2025-07-10 11:29:10 ConfID: 8210437 CauseID: 1704041560 OtherID: 144253366 JT: Machine Learning MD: Bergadano,8,1,5,1992,Learning Two-Tiered Descriptions of Flexible Concepts: The POSEIDON System DOI: 10.1023/A:1022682318197(Journal) (8210437-N) DOI: 10.1007/BF00994004(Journal) ========================================================== Created: 2025-07-10 11:29:08 ConfID: 8210436 CauseID: 1704041541 OtherID: 144247242 JT: Machine Learning MD: Cohn,15,2,201,1994,Improving Generalization with Active Learning DOI: 10.1023/A:1022673506211(Journal) (8210436-N) DOI: 10.1007/BF00993277(Journal) ========================================================== Created: 2025-07-10 11:29:42 ConfID: 8210439 CauseID: 1704041850 OtherID: 144253658 JT: Machine Learning MD: Li,14,1,5,1994,Foreword DOI: 10.1023/A:1022690520014(Journal) (8210439-N) DOI: 10.1007/BF00993159(Journal) ========================================================== Created: 2025-07-10 11:29:28 ConfID: 8210438 CauseID: 1704041803 OtherID: 146692781 JT: Machine Learning MD: Betke,18,2-3,231,1995,Piecemeal Learning of an Unknown Environment DOI: 10.1023/A:1022803514157(Journal) (8210438-N) DOI: 10.1007/BF00993411(Journal) ========================================================== Created: 2025-07-10 11:30:28 ConfID: 8210685 CauseID: 1704042537 OtherID: 114008035 JT: Machine Learning MD: ,3,2-3,247,1988,News and Notes DOI: 10.1023/A:1022666405980(Journal) (8210685-N) DOI: 10.1007/BF00113899(Journal) ========================================================== Created: 2025-07-10 11:30:17 ConfID: 8210684 CauseID: 1704042510 OtherID: 147780358 JT: Machine Learning MD: Dorigo,19,3,209,1995,ALECSYS and the AutonoMouse: Learning to Control a Real Robot by Distributed Classifier Systems DOI: 10.1023/A:1022649410928(Journal) (8210684-N) DOI: 10.1007/BF00996270(Journal) ========================================================== Created: 2025-07-10 11:30:53 ConfID: 8210687 CauseID: 1704042780 OtherID: 144253366 JT: Machine Learning MD: Fayyad,8,1,87,1992,On the Handling of Continuous-Valued Attributes in Decision Tree Generation DOI: 10.1023/A:1022638503176(Journal) (8210687-N) DOI: 10.1007/BF00994007(Journal) ========================================================== Created: 2025-07-10 11:30:41 ConfID: 8210686 CauseID: 1704042605 OtherID: 1369319462 JT: Machine Learning MD: de Jong,3,2-3,121,1988,Learning with Genetic Algorithms: An Overview DOI: 10.1023/A:1022606120092(Journal) (8210686-N) DOI: 10.1007/BF00113894(Journal) ========================================================== Created: 2025-07-10 11:29:50 ConfID: 8210681 CauseID: 1704041938 OtherID: 146692664 JT: Machine Learning MD: Maass,9,2-3,107,1992,Lower Bound Methods and Separation Results for On-Line Learning Models DOI: 10.1023/A:1022637031594(Journal) 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10.1023/A:1022613513712(Journal) (8210679-N) DOI: 10.1007/BF00993377(Journal) ========================================================== Created: 2025-07-10 11:29:41 ConfID: 8210678 CauseID: 1704041907 OtherID: 144253658 JT: Machine Learning MD: Haussler,14,1,83,1994,Bounds on the Sample Complexity of Bayesian Learning Using Information Theory and the VC Dimension DOI: 10.1023/A:1022698821832(Journal) (8210678-N) DOI: 10.1007/BF00993163(Journal) ========================================================== Created: 2025-07-10 11:30:52 ConfID: 8210668 CauseID: 1704042706 OtherID: 115384825 JT: Machine Learning MD: Maclin,22,1-3,251,1996,Creating Advice-Taking Reinforcement Learners DOI: 10.1023/A:1018020625251(Journal) (8210668-N) DOI: 10.1007/BF00114730(Journal) ========================================================== Created: 2025-07-10 11:30:48 ConfID: 8210665 CauseID: 1704042608 OtherID: 114024217 JT: Machine Learning MD: Porat,7,2-3,109,1991,Learning Automata from Ordered Examples DOI: 10.1023/A:1022642911489(Journal) (8210665-N) DOI: 10.1007/BF00114841(Journal) ========================================================== Created: 2025-07-10 11:30:21 ConfID: 8210664 CauseID: 1704042434 OtherID: 144247254 JT: Machine Learning MD: Mooney,10,1,79,1993,Induction Over the Unexplained: Using Overly-General Domain Theories to Aid Concept Learning DOI: 10.1023/A:1022616711064(Journal) (8210664-N) DOI: 10.1007/BF00993482(Journal) ========================================================== Created: 2025-07-10 11:31:01 ConfID: 8210667 CauseID: 1704042698 OtherID: 115396873 JT: Machine Learning MD: Salganicoff,23,2-3,251,1996,Active Learning for Vision-Based Robot Grasping DOI: 10.1023/A:1018280807006(Journal) (8210667-N) DOI: 10.1007/BF00117446(Journal) ========================================================== Created: 2025-07-10 11:30:58 ConfID: 8210666 CauseID: 1704042693 OtherID: 144253101 JT: Machine Learning MD: Kaelbling,15,3,299,1994,Associative Reinforcement 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MD: Goldberg,5,4,407,1990,Probability Matching, the Magnitude of Reinforcement, and Classifier System Bidding DOI: 10.1023/A:1022681708029(Journal) (8210663-N) DOI: 10.1007/BF00116878(Journal) ========================================================== Created: 2025-07-10 11:30:18 ConfID: 8210662 CauseID: 1704042381 OtherID: 114782154 JT: Machine Learning MD: Gruber,4,3-4,293,1989,Automated Knowledge Acquisition for Strategic Knowledge DOI: 10.1023/A:1022654722798(Journal) (8210662-N) DOI: 10.1007/BF00130716(Journal) ========================================================== Created: 2025-07-10 11:29:58 ConfID: 8210657 CauseID: 1704042150 OtherID: 114140850 JT: Machine Learning MD: Provost,23,1,33,1996,Scaling Up Inductive Learning with Massive Parallelism DOI: 10.1023/A:1018086232231(Journal) (8210657-N) DOI: 10.1007/BF00116898(Journal) ========================================================== Created: 2025-07-10 11:29:41 ConfID: 8210656 CauseID: 1704041859 OtherID: 144253658 JT: Machine Learning MD: Schapire,14,1,47,1994,Learning Probabilistic Read-once Formulas on Product Distributions DOI: 10.1023/A:1022646704993(Journal) (8210656-N) DOI: 10.1007/BF00993162(Journal) ========================================================== Created: 2025-07-10 11:30:10 ConfID: 8210659 CauseID: 1704042217 OtherID: 113844816 JT: Machine Learning MD: Kushilevitz,24,1,65,1996,On Learning Visual Concepts and DNF Formulae DOI: 10.1023/A:1018098129371(Journal) (8210659-N) DOI: 10.1007/BF00117833(Journal) ========================================================== Created: 2025-07-10 11:29:58 ConfID: 8210658 CauseID: 1704042209 OtherID: 114140850 JT: Machine Learning MD: Frasconi,23,1,5,1996,Representation of Finite State Automata in Recurrent Radial Basis Function Networks DOI: 10.1023/A:1018061531322(Journal) (8210658-N) DOI: 10.1007/BF00116897(Journal) ========================================================== Created: 2025-07-10 11:31:00 ConfID: 8210645 CauseID: 1704042575 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JT: Machine Learning MD: Lebowitz,2,2,103,1987,Experiments with Incremental Concept Formation: UNIMEM DOI: 10.1023/A:1022800624210(Journal) (8210609-N) DOI: 10.1007/BF00114264(Journal) ========================================================== Created: 2025-07-10 11:29:46 ConfID: 8210608 CauseID: 1704042060 OtherID: 144240881 JT: Machine Learning MD: Lin,8,3-4,293,1992,Self-Improving Reactive Agents Based on Reinforcement Learning, Planning and Teaching DOI: 10.1023/A:1022628806385(Journal) (8210608-N) DOI: 10.1007/BF00992699(Journal) ========================================================== Created: 2025-07-10 11:30:24 ConfID: 8210611 CauseID: 1704042642 OtherID: 144246991 JT: Machine Learning MD: Cohen,8,2,167,1992,Abductive Explanation-Based Learning: A Solution to the Multiple Inconsistent Explanation Problem DOI: 10.1023/A:1022668520498(Journal) (8210611-N) DOI: 10.1007/BF00992863(Journal) ========================================================== Created: 2025-07-10 11:30:02 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Machine Learning MD: Pitt,5,2,117,1990,Introduction: Special Issue on Computational Learning Theory DOI: 10.1023/A:1022615931710(Journal) (8210600-N) DOI: 10.1007/BF00116033(Journal) ========================================================== Created: 2025-07-10 11:29:52 ConfID: 8210603 CauseID: 1704041987 OtherID: 113854516 JT: Machine Learning MD: Domingos,24,2,141,1996,Unifying Instance-Based and Rule-Based Induction DOI: 10.1023/A:1018006431188(Journal) (8210603-N) DOI: 10.1007/BF00058656(Journal) ========================================================== Created: 2025-07-10 11:29:48 ConfID: 8210602 CauseID: 1704041979 OtherID: 146692664 JT: Machine Learning MD: Case,9,2-3,103,1992,Introduction DOI: 10.1023/A:1022684914756(Journal) (8210602-N) DOI: 10.1007/BF00992673(Journal) ========================================================== Created: 2025-07-10 11:29:12 ConfID: 8210596 CauseID: 1704041588 OtherID: 144253101 JT: Machine Learning MD: Bohanec,15,3,223,1994,Trading Accuracy for Simplicity in Decision Trees DOI: 10.1023/A:1022685808937(Journal) (8210596-N) DOI: 10.1007/BF00993345(Journal) ========================================================== Created: 2025-07-10 11:30:53 ConfID: 8210593 CauseID: 1704042823 OtherID: 114024217 JT: Machine Learning MD: Servan-Schreiber,7,2-3,161,1991,Graded State Machines: The Representation of Temporal Contingencies in Simple Recurrent Networks DOI: 10.1023/A:1022647012398(Journal) (8210593-N) DOI: 10.1007/BF00114843(Journal) ========================================================== Created: 2025-07-10 11:31:02 ConfID: 8210592 CauseID: 1704042818 OtherID: 114138490 JT: Machine Learning MD: Mingers,3,4,319,1989,An Empirical Comparison of Selection Measures for Decision-Tree Induction DOI: 10.1023/A:1022645801436(Journal) (8210592-N) DOI: 10.1007/BF00116837(Journal) ========================================================== Created: 2025-07-10 11:30:56 ConfID: 8210594 CauseID: 1704042879 OtherID: 144247266 JT: Machine 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144240881 JT: Machine Learning MD: Millán,8,3-4,363,1992,A Reinforcement Connectionist Approach to Robot Path Finding in Non-Maze-Like Environments DOI: 10.1023/A:1022684924132(Journal) (8210591-N) DOI: 10.1007/BF00992702(Journal) ========================================================== Created: 2025-07-10 11:30:19 ConfID: 8210590 CauseID: 1704042609 OtherID: 146692724 JT: Machine Learning MD: Shavlik,21,1-2,5,1995,Introduction DOI: 10.1023/A:1022661429642(Journal) (8210590-N) DOI: 10.1007/BF00993376(Journal) ========================================================== Created: 2025-07-10 11:29:56 ConfID: 8210585 CauseID: 1704042227 OtherID: 148243746 JT: Machine Learning MD: Mooney,19,1,79,1995,Encouraging Experimental Results on Learning CNF DOI: 10.1023/A:1022659107719(Journal) (8210585-N) DOI: 10.1007/BF00994661(Journal) ========================================================== Created: 2025-07-10 11:29:56 ConfID: 8210584 CauseID: 1704042106 OtherID: 148243746 JT: Machine Learning MD: Ben-David,19,1,29,1995,Monotonicity Maintenance in Information-Theoretic Machine Learning Algorithms DOI: 10.1023/A:1022655006810(Journal) (8210584-N) DOI: 10.1007/BF00994659(Journal) ========================================================== Created: 2025-07-10 11:29:58 ConfID: 8210587 CauseID: 1704042266 OtherID: 115384825 JT: Machine Learning MD: Peng,22,1-3,283,1996,Incremental Multi-Step Q-Learning DOI: 10.1023/A:1018076709321(Journal) (8210587-N) DOI: 10.1007/BF00114731(Journal) ========================================================== Created: 2025-07-10 11:29:55 ConfID: 8210586 CauseID: 1704042241 OtherID: 115395701 JT: Machine Learning MD: Vanlehn,2,1,39,1987,A Version Space Approach to Learning Context-free Grammars DOI: 10.1023/A:1022812926936(Journal) (8210586-N) DOI: 10.1007/BF00058754(Journal) ========================================================== Created: 2025-07-10 11:29:52 ConfID: 8210581 CauseID: 1704042029 OtherID: 113854516 JT: Machine Learning MD: Carpineto,24,2,95,1996,A Lattice Conceptual Clustering System and Its Application to Browsing Retrieval DOI: 10.1023/A:1018050230279(Journal) (8210581-N) DOI: 10.1007/BF00058654(Journal) ========================================================== Created: 2025-07-10 11:29:51 ConfID: 8210580 CauseID: 1704042022 OtherID: 113844116 JT: Machine Learning MD: Littlestone,2,4,285,1988,Learning Quickly When Irrelevant Attributes Abound: A New Linear-Threshold Algorithm DOI: 10.1023/A:1022869011914(Journal) (8210580-N) DOI: 10.1007/BF00116827(Journal) ========================================================== Created: 2025-07-10 11:29:51 ConfID: 8210583 CauseID: 1704042067 OtherID: 113844116 JT: Machine Learning MD: Angluin,2,4,319,1988,Queries and Concept Learning DOI: 10.1023/A:1022821128753(Journal) (8210583-N) DOI: 10.1007/BF00116828(Journal) ========================================================== Created: 2025-07-10 11:29:54 ConfID: 8210582 CauseID: 1704042057 OtherID: 114025150 JT: Machine Learning MD: Haussler,4,1,7,1989,Learning Conjunctive Concepts in Structural Domains DOI: 10.1023/A:1022601210986(Journal) (8210582-N) DOI: 10.1007/BF00114802(Journal) ========================================================== Created: 2025-07-10 11:29:10 ConfID: 8210577 CauseID: 1704041582 OtherID: 146692730 JT: Machine Learning MD: Pazzani,11,2-3,173,1993,Learning Causal Patterns: Making a Transition from Data-Driven to Theory-Driven Learning DOI: 10.1023/A:1022657319357(Journal) (8210577-N) DOI: 10.1007/BF00993076(Journal) ========================================================== Created: 2025-07-10 11:29:08 ConfID: 8210576 CauseID: 1704041563 OtherID: 146695751 JT: Machine Learning MD: Pazzani,9,4,349,1992,A Framework for Average Case Analysis of Conjunctive Learning Algorithms DOI: 10.1023/A:1022601518391(Journal) (8210576-N) DOI: 10.1007/BF00994111(Journal) ========================================================== Created: 2025-07-10 11:29:52 ConfID: 8210579 CauseID: 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Created: 2025-07-10 11:29:50 ConfID: 8210560 CauseID: 1704042023 OtherID: 114008035 JT: Machine Learning MD: Robertson,3,2-3,139,1988,A Tale of Two Classifier Systems DOI: 10.1023/A:1022658204162(Journal) (8210560-N) DOI: 10.1007/BF00113895(Journal) ========================================================== Created: 2025-07-10 11:31:02 ConfID: 8210809 CauseID: 1704042795 OtherID: 114139549 JT: Machine Learning MD: Zhou,5,4,383,1990,CSM: A Computational Model of Cumulative Learning DOI: 10.1023/A:1022629723958(Journal) (8210809-N) DOI: 10.1007/BF00116877(Journal) ========================================================== Created: 2025-07-10 11:30:45 ConfID: 8210808 CauseID: 1704042385 OtherID: 113844116 JT: Machine Learning MD: Angluin,2,4,343,1988,Learning From Noisy Examples DOI: 10.1023/A:1022873112823(Journal) (8210808-N) DOI: 10.1007/BF00116829(Journal) ========================================================== Created: 2025-07-10 11:31:03 ConfID: 8210810 CauseID: 1704042896 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OtherID: 115384825 JT: Machine Learning MD: Schapire,22,1-3,95,1996,On the Worst-Case Analysis of Temporal-Difference Learning Algorithms DOI: 10.1023/A:1018060205686(Journal) (8210807-N) DOI: 10.1007/BF00114725(Journal) ========================================================== Created: 2025-07-10 11:29:55 ConfID: 8210806 CauseID: 1704042283 OtherID: 147780358 JT: Machine Learning MD: Meir,19,3,241,1995,On the Stochastic Complexity of Learning Realizable and Unrealizable Rules DOI: 10.1023/A:1022601527766(Journal) (8210806-N) DOI: 10.1007/BF00996271(Journal) ========================================================== Created: 2025-07-10 11:30:04 ConfID: 8210801 CauseID: 1704042236 OtherID: 144253493 JT: Machine Learning MD: Nordhausen,12,1-3,17,1993,An Integrated Framework for Empirical Discovery DOI: 10.1023/A:1022867300160(Journal) (8210801-N) DOI: 10.1007/BF00993059(Journal) ========================================================== Created: 2025-07-10 11:30:08 ConfID: 8210800 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1704041983 OtherID: 113854516 JT: Machine Learning MD: Breiman,24,2,123,1996,Bagging Predictors DOI: 10.1023/A:1018054314350(Journal) (8210797-N) DOI: 10.1007/BF00058655(Journal) ========================================================== Created: 2025-07-10 11:29:54 ConfID: 8210796 CauseID: 1704041954 OtherID: 114139549 JT: Machine Learning MD: Montana,5,4,427,1990,Empirical Learning Using Rule Threshold Optimization for Detection of Events in Synthetic Images DOI: 10.1023/A:1022633824867(Journal) (8210796-N) DOI: 10.1007/BF00116879(Journal) ========================================================== Created: 2025-07-10 11:30:10 ConfID: 8210799 CauseID: 1704042116 OtherID: 390928231 JT: Machine Learning MD: Żytkow,12,1-3,7,1993,Introduction: Cognitive Autonomy in Machine Discovery DOI: 10.1023/A:1022874916090(Journal) (8210799-N) DOI: 10.1007/BF00993058(Journal) ========================================================== Created: 2025-07-10 11:29:52 ConfID: 8210798 CauseID: 1704041985 OtherID: 113844005 JT: Machine Learning MD: ,2,3,277,1987,News and Notes DOI: 10.1023/A:1022611431962(Journal) (8210798-N) DOI: 10.1007/BF00058682(Journal) ========================================================== Created: 2025-07-10 11:31:02 ConfID: 8210789 CauseID: 1704042783 OtherID: 144253493 JT: Machine Learning MD: Scott,12,1-3,49,1993,Experience Selection and Problem Choice in an Exploratory Learning System DOI: 10.1023/A:1022819416999(Journal) (8210789-N) DOI: 10.1007/BF00993060(Journal) ========================================================== Created: 2025-07-10 11:30:26 ConfID: 8210788 CauseID: 1704042666 OtherID: 115361885 JT: Machine Learning MD: Kokar,1,4,403,1986,Determining Arguments of Invariant Functional Descriptions DOI: 10.1023/A:1022818816206(Journal) (8210788-N) DOI: 10.1007/BF00114869(Journal) ========================================================== Created: 2025-07-10 11:30:58 ConfID: 8210791 CauseID: 1704042886 OtherID: 113844816 JT: Machine Learning MD: Breiman,24,1,49,1996,Stacked Regressions DOI: 10.1023/A:1018046112532(Journal) (8210791-N) DOI: 10.1007/BF00117832(Journal) ========================================================== Created: 2025-07-10 11:30:55 ConfID: 8210790 CauseID: 1704042880 OtherID: 113841159 JT: Machine Learning MD: Elio,7,1,7,1991,An Incremental Deductive Strategy for Controlling Constructive Induction in Learning from Examples DOI: 10.1023/A:1022667025524(Journal) (8210790-N) DOI: 10.1007/BF00058925(Journal) ========================================================== Created: 2025-07-10 11:29:56 ConfID: 8210785 CauseID: 1704041525 OtherID: 115396873 JT: Machine Learning MD: Bennett,23,2-3,121,1996,Real-World Robotics: Learning to Plan for Robust Execution DOI: 10.1023/A:1018274104280(Journal) (8210785-N) DOI: 10.1007/BF00117442(Journal) ========================================================== Created: 2025-07-10 11:30:09 ConfID: 8210784 CauseID: 1704042243 OtherID: 113844116 JT: Machine Learning MD: Pitt,2,4,371,1988,Criteria for Polynomial-Time (Conceptual) Clustering DOI: 10.1023/A:1022825229661(Journal) (8210784-N) DOI: 10.1007/BF00116830(Journal) ========================================================== Created: 2025-07-10 11:30:39 ConfID: 8210787 CauseID: 1704042591 OtherID: 146692784 JT: Machine Learning MD: Hellerstein,17,2-3,111,1994,Guest Editor's Introduction DOI: 10.1023/A:1022663416032(Journal) (8210787-N) DOI: 10.1007/BF00993467(Journal) ========================================================== Created: 2025-07-10 11:30:21 ConfID: 8210786 CauseID: 1704042545 OtherID: 113844005 JT: Machine Learning MD: Shrager,2,3,247,1987,Theory Change via View Application in Instructionless Learning DOI: 10.1023/A:1022659315124(Journal) (8210786-N) DOI: 10.1007/BF00058681(Journal) ========================================================== Created: 2025-07-10 11:30:12 ConfID: 8210781 CauseID: 1704042139 OtherID: 1368961555 JT: Machine Learning MD: El Fattah,13,1,35,1993,Explanation-Based Learning for Diagnosis DOI: 10.1023/A:1022631512320(Journal) (8210781-N) DOI: 10.1007/BF00993102(Journal) ========================================================== Created: 2025-07-10 11:29:46 ConfID: 8210780 CauseID: 1704042058 OtherID: 146692664 JT: Machine Learning MD: Angluin,9,2-3,147,1992,Learning Conjunctions of Horn Clauses DOI: 10.1023/A:1022689015665(Journal) (8210780-N) DOI: 10.1007/BF00992675(Journal) ========================================================== Created: 2025-07-10 11:29:57 ConfID: 8210783 CauseID: 1704042211 OtherID: 115384825 JT: Machine Learning MD: Heger,22,1-3,197,1996,The Loss from Imperfect Value Functions in Expectation-Based and Minimax-Based Tasks DOI: 10.1023/A:1018016523433(Journal) (8210783-N) DOI: 10.1007/BF00114728(Journal) ========================================================== Created: 2025-07-10 11:29:57 ConfID: 8210782 CauseID: 1704042200 OtherID: 115384825 JT: Machine Learning MD: Mahadevan,22,1-3,159,1996,Average Reward Reinforcement Learning: Foundations, Algorithms, and Empirical Results DOI: 10.1023/A:1018064306595(Journal) (8210782-N) DOI: 10.1007/BF00114727(Journal) ========================================================== Created: 2025-07-10 11:29:28 ConfID: 8210777 CauseID: 1704041971 OtherID: 146692781 JT: Machine Learning MD: Goldberg,18,2-3,131,1995,Bounding the Vapnik-Chervonenkis Dimension of Concept Classes Parameterized by Real Numbers DOI: 10.1023/A:1022847329178(Journal) (8210777-N) DOI: 10.1007/BF00993408(Journal) ========================================================== Created: 2025-07-10 11:29:49 ConfID: 8210776 CauseID: 1704041944 OtherID: 113858093 JT: Machine Learning MD: Rendell,5,3,267,1990,Empirical Learning as a Function of Concept Character DOI: 10.1023/A:1022651406695(Journal) (8210776-N) DOI: 10.1007/BF00117106(Journal) ========================================================== Created: 2025-07-10 11:29:55 ConfID: 8210779 CauseID: 1704042018 OtherID: 114025150 JT: Machine Learning MD: Vanlehn,4,1,99,1989,Efficient Specialization of Relational Concepts DOI: 10.1023/A:1022657328733(Journal) (8210779-N) DOI: 10.1007/BF00114805(Journal) ========================================================== Created: 2025-07-10 11:29:54 ConfID: 8210778 CauseID: 1704041978 OtherID: 114025150 JT: Machine Learning MD: Natarajan,4,1,67,1989,On Learning Sets and Functions DOI: 10.1023/A:1022605311895(Journal) (8210778-N) DOI: 10.1007/BF00114804(Journal) ========================================================== Created: 2025-07-10 11:30:29 ConfID: 8210769 CauseID: 1704042669 OtherID: 144246991 JT: Machine Learning MD: Dietterich,8,2,105,1992,Editorial DOI: 10.1023/A:1022612402751(Journal) (8210769-N) DOI: 10.1007/BF00992860(Journal) ========================================================== Created: 2025-07-10 11:30:49 ConfID: 8210768 CauseID: 1704042660 OtherID: 114016243 JT: Machine Learning MD: Laird,6,2,145,1991,A “PAC” Algorithm for Making Feature Maps DOI: 10.1023/A:1022654320034(Journal) (8210768-N) DOI: 10.1007/BF00114161(Journal) ========================================================== Created: 2025-07-10 11:30:28 ConfID: 8210765 CauseID: 1704042640 OtherID: 113844816 JT: Machine Learning MD: Theron,24,1,5,1996,BEXA: A Covering Algorithm for Learning Propositional Concept Descriptions DOI: 10.1023/A:1018077511624(Journal) (8210765-N) DOI: 10.1007/BF00117830(Journal) ========================================================== Created: 2025-07-10 11:30:16 ConfID: 8210764 CauseID: 1704042629 OtherID: 146692724 JT: Machine Learning MD: Conklin,21,1-2,125,1995,Machine Discovery of Protein Motifs DOI: 10.1023/A:1022673832367(Journal) (8210764-N) DOI: 10.1007/BF00993382(Journal) ========================================================== Created: 2025-07-10 11:30:31 ConfID: 8210767 CauseID: 1704042653 OtherID: 115396873 JT: Machine Learning MD: Chen,23,2-3,191,1996,Performance Improvement of Robot Continuous-Path Operation through Iterative Learning Using Neural Networks DOI: 10.1023/A:1018276705188(Journal) (8210767-N) DOI: 10.1007/BF00117444(Journal) ========================================================== Created: 2025-07-10 11:30:19 ConfID: 8210766 CauseID: 1704042650 OtherID: 114025150 JT: Machine Learning MD: ,4,1,107,1989,News and Notes DOI: 10.1023/A:1022609412803(Journal) (8210766-N) DOI: 10.1007/BF00114806(Journal) ========================================================== Created: 2025-07-10 11:30:25 ConfID: 8210761 CauseID: 1704042344 OtherID: 146692725 JT: Machine Learning MD: Carbonell,9,1,5,1992,Machine Learning: A Maturing Field DOI: 10.1023/A:1022665512030(Journal) (8210761-N) DOI: 10.1007/BF00993251(Journal) ========================================================== Created: 2025-07-10 11:30:26 ConfID: 8210760 CauseID: 1704042421 OtherID: 114027525 JT: Machine Learning MD: Langley,3,1,5,1988,Machine Learning as an Experimental Science DOI: 10.1023/A:1022623814640(Journal) (8210760-N) DOI: 10.1007/BF00115008(Journal) ========================================================== Created: 2025-07-10 11:30:31 ConfID: 8210763 CauseID: 1704042475 OtherID: 144240881 JT: Machine Learning MD: Tesauro,8,3-4,257,1992,Practical Issues in Temporal Difference Learning DOI: 10.1023/A:1022624705476(Journal) (8210763-N) DOI: 10.1007/BF00992697(Journal) ========================================================== Created: 2025-07-10 11:30:24 ConfID: 8210762 CauseID: 1704042345 OtherID: 146692855 JT: Machine Learning MD: Etzioni,14,3,333,1994,Statistical Methods for Analyzing Speedup Learning Experiments DOI: 10.1023/A:1022617931401(Journal) (8210762-N) DOI: 10.1007/BF00993983(Journal) ========================================================== Created: 2025-07-10 11:29:56 ConfID: 8210757 CauseID: 1704042295 OtherID: 115396873 JT: Machine Learning MD: Asada,23,2-3,279,1996,Purposive Behavior Acquisition for a Real Robot by Vision-Based Reinforcement Learning DOI: 10.1023/A:1018237008823(Journal) (8210757-N) DOI: 10.1007/BF00117447(Journal) ========================================================== Created: 2025-07-10 11:29:32 ConfID: 8210756 CauseID: 1704041958 OtherID: 146692724 JT: Machine Learning MD: Ioerger,21,1-2,151,1995,Searching for Representations to Improve Protein Sequence Fold-Class Prediction DOI: 10.1023/A:1022625916438(Journal) (8210756-N) DOI: 10.1007/BF00993383(Journal) ========================================================== Created: 2025-07-10 11:30:48 ConfID: 8210759 CauseID: 1704042392 OtherID: 146693510 JT: Machine Learning MD: Martin,16,1-2,121,1994,Acquiring and Combining Overlapping Concepts DOI: 10.1023/A:1022635003060(Journal) (8210759-N) DOI: 10.1007/BF00993176(Journal) ========================================================== Created: 2025-07-10 11:30:15 ConfID: 8210758 CauseID: 1704042312 OtherID: 113842617 JT: Machine Learning MD: Sleeman,5,1,11,1990,Extending Domain Theories: Two Case Studies in Student Modeling DOI: 10.1023/A:1022607624441(Journal) (8210758-N) DOI: 10.1007/BF00115893(Journal) ========================================================== Created: 2025-07-10 11:29:51 ConfID: 8210737 CauseID: 1704041949 OtherID: 114024217 JT: Machine Learning MD: Mozer,7,2-3,139,1991,SLUG: A Connectionist Architecture for Inferring the Structure of Finite-State Environments DOI: 10.1023/A:1022694928327(Journal) (8210737-N) DOI: 10.1007/BF00114842(Journal) ========================================================== Created: 2025-07-10 11:29:48 ConfID: 8210736 CauseID: 1704041942 OtherID: 146692784 JT: Machine Learning MD: Kearns,17,2-3,115,1994,Toward Efficient Agnostic Learning DOI: 10.1023/A:1022615600103(Journal) (8210736-N) DOI: 10.1007/BF00993468(Journal) ========================================================== Created: 2025-07-10 11:30:36 ConfID: 8210729 CauseID: 1704042647 OtherID: 146692781 JT: Machine Learning MD: Kearns,18,2-3,255,1995,Learning from a Population of Hypotheses DOI: 10.1023/A:1022855530995(Journal) (8210729-N) DOI: 10.1007/BF00993412(Journal) ========================================================== Created: 2025-07-10 11:30:50 ConfID: 8210728 CauseID: 1704042639 OtherID: 114027525 JT: Machine Learning MD: Sutton,3,1,9,1988,Learning to Predict by the Methods of Temporal Differences DOI: 10.1023/A:1022633531479(Journal) (8210728-N) DOI: 10.1007/BF00115009(Journal) ========================================================== Created: 2025-07-10 11:31:07 ConfID: 8210731 CauseID: 1704042705 OtherID: 144253110 JT: Machine Learning MD: Valdés-Pérez,17,1,47,1994,Algebraic Reasoning about Reactions: Discovery of Conserved Properties in Particle Physics DOI: 10.1023/A:1022652901668(Journal) (8210731-N) DOI: 10.1007/BF00993864(Journal) ========================================================== Created: 2025-07-10 11:30:37 ConfID: 8210730 CauseID: 1704042679 OtherID: 146692777 JT: Machine Learning MD: Schaffer,10,2,153,1993,Overfitting Avoidance as Bias DOI: 10.1023/A:1022653209073(Journal) (8210730-N) DOI: 10.1007/BF00993504(Journal) ========================================================== Created: 2025-07-10 11:30:19 ConfID: 8210725 CauseID: 1704042604 OtherID: 205100435 JT: Machine Learning MD: Langley,1,1,5,1986,Editorial: On Machine Learning DOI: 10.1023/A:1022687019898(Journal) (8210725-N) DOI: 10.1007/BF00116248(Journal) ========================================================== Created: 2025-07-10 11:30:17 ConfID: 8210724 CauseID: 1704042467 OtherID: 116216800 JT: Machine Learning MD: Quinlan,6,1,93,1991,Improved Estimates for the Accuracy of Small Disjuncts DOI: 10.1023/A:1022646118217(Journal) (8210724-N) DOI: 10.1007/BF00153762(Journal) ========================================================== Created: 2025-07-10 11:30:27 ConfID: 8210727 CauseID: 1704042612 OtherID: 1463535347 JT: Machine Learning MD: Schlimmer,1,3,317,1986,Incremental Learning from Noisy Data DOI: 10.1023/A:1022810614389(Journal) (8210727-N) DOI: 10.1007/BF00116895(Journal) ========================================================== Created: 2025-07-10 11:30:35 ConfID: 8210726 CauseID: 1704042606 OtherID: 114782154 JT: Machine Learning MD: Marcus,4,3-4,247,1989,Introduction: A Sampler in Knowledge Acquisition for the Machine Learning Community DOI: 10.1023/A:1022694404143(Journal) (8210726-N) DOI: 10.1007/BF00130711(Journal) ========================================================== Created: 2025-07-10 11:30:23 ConfID: 8210721 CauseID: 1704042351 OtherID: 144253366 JT: Machine Learning MD: Buntine,8,1,75,1992,A Further Comparison of Splitting Rules for Decision-Tree Induction DOI: 10.1023/A:1022686419106(Journal) (8210721-N) DOI: 10.1007/BF00994006(Journal) ========================================================== Created: 2025-07-10 11:30:11 ConfID: 8210720 CauseID: 1704042264 OtherID: 115364016 JT: Machine Learning MD: ,1,3,355,1986,News and Notes DOI: 10.1023/A:1022862631227(Journal) (8210720-N) DOI: 10.1007/BF00116896(Journal) ========================================================== Created: 2025-07-10 11:30:19 ConfID: 8210723 CauseID: 1704042459 OtherID: 115384825 JT: Machine Learning MD: Bradtke,22,1-3,33,1996,Linear Least-Squares Algorithms for Temporal Difference Learning DOI: 10.1023/A:1018056104778(Journal) (8210723-N) DOI: 10.1007/BF00114723(Journal) ========================================================== Created: 2025-07-10 11:30:22 ConfID: 8210722 CauseID: 1704042355 OtherID: 144253493 JT: Machine Learning MD: Prieditis,12,1-3,117,1993,Machine Discovery of Effective Admissible Heuristics DOI: 10.1023/A:1022875501978(Journal) (8210722-N) DOI: 10.1007/BF00993063(Journal) ========================================================== Created: 2025-07-10 11:29:50 ConfID: 8210717 CauseID: 1704041977 OtherID: 114008035 JT: Machine Learning MD: Belew,3,2-3,193,1988,Learning and Programming in Classifier Systems DOI: 10.1023/A:1022662305071(Journal) (8210717-N) DOI: 10.1007/BF00113897(Journal) ========================================================== Created: 2025-07-10 11:29:54 ConfID: 8210716 CauseID: 1704041940 OtherID: 114001352 JT: Machine Learning MD: Lin,6,3,211,1991,Complexity Results on Learning by Neural Nets DOI: 10.1023/A:1022657626762(Journal) (8210716-N) DOI: 10.1007/BF00114777(Journal) ========================================================== Created: 2025-07-10 11:30:01 ConfID: 8210719 CauseID: 1704042237 OtherID: 144240881 JT: Machine Learning MD: Dayan,8,3-4,341,1992,The Convergence of TD(λ) for General λ DOI: 10.1023/A:1022632907294(Journal) (8210719-N) DOI: 10.1007/BF00992701(Journal) ========================================================== Created: 2025-07-10 11:29:50 ConfID: 8210718 CauseID: 1704041989 OtherID: 146692784 JT: Machine Learning MD: Lin,17,2-3,143,1994,A Theory for Memory-Based Learning DOI: 10.1023/A:1022667616941(Journal) (8210718-N) DOI: 10.1007/BF00993469(Journal) ========================================================== Created: 2025-07-10 11:30:54 ConfID: 8210709 CauseID: 1704042561 OtherID: 146692781 JT: Machine Learning MD: Ron,18,2-3,149,1995,Learning Fallible Deterministic Finite Automata DOI: 10.1023/A:1022899313248(Journal) (8210709-N) DOI: 10.1007/BF00993409(Journal) ========================================================== Created: 2025-07-10 11:31:04 ConfID: 8210708 CauseID: 1704042730 OtherID: 114017987 JT: Machine Learning MD: ,2,2,191,1987,News and Notes DOI: 10.1023/A:1022856709189(Journal) (8210708-N) DOI: 10.1007/BF00114267(Journal) ========================================================== Created: 2025-07-10 11:30:55 ConfID: 8210710 CauseID: 1704042778 OtherID: 113858093 JT: Machine Learning MD: Quinlan,5,3,239,1990,Learning Logical Definitions from Relations DOI: 10.1023/A:1022699322624(Journal) (8210710-N) DOI: 10.1007/BF00117105(Journal) ========================================================== Created: 2025-07-10 11:30:22 ConfID: 8210705 CauseID: 1704042658 OtherID: 146692720 JT: Machine Learning MD: Hancock,16,3,161,1994,Learning Nonoverlapping Perceptron Networks from Examples and Membership Queries DOI: 10.1023/A:1022637108202(Journal) (8210705-N) DOI: 10.1007/BF00993305(Journal) ========================================================== Created: 2025-07-10 11:30:32 ConfID: 8210704 CauseID: 1704042644 OtherID: 146693510 JT: Machine Learning MD: Seifert,16,1-2,37,1994,Case-Based Learning: Predictive Features in Indexing DOI: 10.1023/A:1022678818081(Journal) (8210704-N) DOI: 10.1007/BF00993173(Journal) ========================================================== Created: 2025-07-10 11:30:59 ConfID: 8210707 CauseID: 1704042714 OtherID: 144240881 JT: Machine Learning MD: Singh,8,3-4,323,1992,Transfer of Learning by Composing Solutions of Elemental Sequential Tasks DOI: 10.1023/A:1022680823223(Journal) (8210707-N) DOI: 10.1007/BF00992700(Journal) ========================================================== Created: 2025-07-10 11:30:24 ConfID: 8210706 CauseID: 1704042668 OtherID: 146692730 JT: Machine Learning MD: Morik,11,2-3,217,1993,Balanced Cooperative Modeling DOI: 10.1023/A:1022661420266(Journal) (8210706-N) DOI: 10.1007/BF00993078(Journal) ========================================================== Created: 2025-07-10 11:29:52 ConfID: 8210701 CauseID: 1704042027 OtherID: 116216800 JT: Machine Learning MD: Kononenko,6,1,67,1991,Information-Based Evaluation Criterion for Classifier's Performance DOI: 10.1023/A:1022642017308(Journal) (8210701-N) DOI: 10.1007/BF00153760(Journal) ========================================================== Created: 2025-07-10 11:29:52 ConfID: 8210700 CauseID: 1704042021 OtherID: 116216800 JT: Machine Learning MD: Gemello,6,1,7,1991,Rigel: An Inductive Learning System DOI: 10.1023/A:1022637916400(Journal) (8210700-N) DOI: 10.1007/BF00153758(Journal) 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========================================================== Created: 2025-07-10 11:29:41 ConfID: 8210696 CauseID: 1704041876 OtherID: 144253658 JT: Machine Learning MD: Angluin,14,1,7,1994,Randomly Fallible Teachers: Learning Monotone DNF with an Incomplete Membership Oracle DOI: 10.1023/A:1022642604085(Journal) (8210696-N) DOI: 10.1007/BF00993160(Journal) ========================================================== Created: 2025-07-10 11:29:32 ConfID: 8210699 CauseID: 1704041969 OtherID: 146692724 JT: Machine Learning MD: Bailey,21,1-2,51,1995,Unsupervised Learning of Multiple Motifs in Biopolymers Using Expectation Maximization DOI: 10.1023/A:1022617714621(Journal) (8210699-N) DOI: 10.1007/BF00993379(Journal) ========================================================== Created: 2025-07-10 11:29:54 ConfID: 8210698 CauseID: 1704041941 OtherID: 114128131 JT: Machine Learning MD: Dayan,25,1,5,1996,Exploration Bonuses and Dual Control DOI: 10.1023/A:1018357105171(Journal) (8210698-N) DOI: 10.1007/BF00115298(Journal) ========================================================== Created: 2025-07-10 11:31:05 ConfID: 8210689 CauseID: 1704042829 OtherID: 115356500 JT: Machine Learning MD: Dejong,1,2,145,1986,Explanation-Based Learning: An Alternative View DOI: 10.1023/A:1022898111663(Journal) (8210689-N) DOI: 10.1007/BF00114116(Journal) ========================================================== Created: 2025-07-10 11:30:51 ConfID: 8210688 CauseID: 1704042817 OtherID: 146692730 JT: Machine Learning MD: Michalski,11,2-3,111,1993,Inferential Theory of Learning as a Conceptual Basis for Multistrategy Learning DOI: 10.1023/A:1022653218449(Journal) (8210688-N) DOI: 10.1007/BF00993074(Journal) ========================================================== Created: 2025-07-10 11:30:55 ConfID: 8210690 CauseID: 1704042893 OtherID: 146692664 JT: Machine Learning MD: Abe,9,2-3,205,1992,On the Computational Complexity of Approximating Distributions by Probabilistic Automata DOI: 10.1023/A:1022693116573(Journal) (8210690-N) DOI: 10.1007/BF00992677(Journal) ========================================================== Created: 2025-07-10 11:30:51 ConfID: 8210925 CauseID: 1704042883 OtherID: 115384825 JT: Machine Learning MD: Singh,22,1-3,123,1996,Reinforcement Learning with Replacing Eligibility Traces DOI: 10.1023/A:1018012322525(Journal) (8210925-N) DOI: 10.1007/BF00114726(Journal) ========================================================== Created: 2025-07-10 11:31:02 ConfID: 8210924 CauseID: 1704042859 OtherID: 114782154 JT: Machine Learning MD: Buchanan,4,3-4,251,1989,Can Machine Learning Offer Anything to Expert Systems? 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10.1023/A:1022613830492(Journal) (8210923-N) DOI: 10.1007/BF00993981(Journal) ========================================================== Created: 2025-07-10 11:30:52 ConfID: 8210922 CauseID: 1704042787 OtherID: 114008035 JT: Machine Learning MD: Booker,3,2-3,161,1988,Classifier Systems that Learn Internal World Models DOI: 10.1023/A:1022610321001(Journal) (8210922-N) DOI: 10.1007/BF00113896(Journal) ========================================================== Created: 2025-07-10 11:30:39 ConfID: 8210917 CauseID: 1704042554 OtherID: 115396873 JT: Machine Learning MD: Friedrich,23,2-3,163,1996,Robot Programming by Demonstration (RPD): Supporting the Induction by Human Interaction DOI: 10.1023/A:1018224721118(Journal) (8210917-N) DOI: 10.1007/BF00117443(Journal) ========================================================== Created: 2025-07-10 11:30:16 ConfID: 8210916 CauseID: 1704042512 OtherID: 144253689 JT: Machine Learning MD: Dean,18,1,81,1995,Inferring Finite Automata with Stochastic 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Knowledge in Decision Tree Induction DOI: 10.1023/A:1022609710832(Journal) (8210905-N) DOI: 10.1007/BF00114778(Journal) ========================================================== Created: 2025-07-10 11:30:16 ConfID: 8210904 CauseID: 1704042633 OtherID: 114782154 JT: Machine Learning MD: Clancey,4,3-4,285,1989,The Knowledge Level Reinterpreted: Modeling How Systems Interact DOI: 10.1023/A:1022602705960(Journal) (8210904-N) DOI: 10.1007/BF00130715(Journal) ========================================================== Created: 2025-07-10 11:30:56 ConfID: 8210907 CauseID: 1704042836 OtherID: 115396873 JT: Machine Learning MD: Klingspor,23,2-3,305,1996,Learning Concepts from Sensor Data of a Mobile Robot DOI: 10.1023/A:1018245209731(Journal) (8210907-N) DOI: 10.1007/BF00117448(Journal) ========================================================== Created: 2025-07-10 11:30:55 ConfID: 8210906 CauseID: 1704042820 OtherID: 1371669321 JT: Machine Learning MD: Tsitsiklis,22,1-3,59,1996,Feature-Based 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JT: Machine Learning MD: Falkenhainer,1,4,367,1986,Integrating Quantitative and Qualitative Discovery: The ABACUS System DOI: 10.1023/A:1022866732136(Journal) (8210861-N) DOI: 10.1007/BF00114868(Journal) ========================================================== Created: 2025-07-10 11:30:31 ConfID: 8210860 CauseID: 1704042621 OtherID: 144253101 JT: Machine Learning MD: Epstein,15,3,251,1994,Toward an Ideal Trainer DOI: 10.1023/A:1022637925775(Journal) (8210860-N) DOI: 10.1007/BF00993346(Journal) ========================================================== Created: 2025-07-10 11:31:05 ConfID: 8210863 CauseID: 1704042726 OtherID: 146692725 JT: Machine Learning MD: Pazzani,9,1,57,1992,The Utility of Knowledge in Inductive Learning DOI: 10.1023/A:1022628829777(Journal) (8210863-N) DOI: 10.1007/BF00993254(Journal) ========================================================== Created: 2025-07-10 11:30:54 ConfID: 8210862 CauseID: 1704042715 OtherID: 144240881 JT: Machine Learning MD: 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10.1023/A:1022896407371(Journal) (8210845-N) DOI: 10.1007/BF00114263(Journal) ========================================================== Created: 2025-07-10 11:30:05 ConfID: 8210844 CauseID: 1704042298 OtherID: 144253658 JT: Machine Learning MD: Barron,14,1,115,1994,Approximation and Estimation Bounds for Artificial Neural Networks DOI: 10.1023/A:1022650905902(Journal) (8210844-N) DOI: 10.1007/BF00993164(Journal) ========================================================== Created: 2025-07-10 11:30:42 ConfID: 8210847 CauseID: 1704042376 OtherID: 144240881 JT: Machine Learning MD: Sutton,8,3-4,225,1992,Introduction: The Challenge of Reinforcement Learning DOI: 10.1023/A:1022620604568(Journal) (8210847-N) DOI: 10.1007/BF00992695(Journal) ========================================================== Created: 2025-07-10 11:30:17 ConfID: 8210846 CauseID: 1704042370 OtherID: 146692783 JT: Machine Learning MD: Zhang,21,3,235,1995,An Integration of Rule Induction and Exemplar-Based Learning for Graded Concepts DOI: 10.1023/A:1022608301842(Journal) (8210846-N) DOI: 10.1007/BF00993592(Journal) ========================================================== Created: 2025-07-10 11:30:13 ConfID: 8210841 CauseID: 1704041526 OtherID: 114001352 JT: Machine Learning MD: Salzberg,6,3,251,1991,A Nearest Hyperrectangle Learning Method DOI: 10.1023/A:1022661727670(Journal) (8210841-N) DOI: 10.1007/BF00114779(Journal) ========================================================== Created: 2025-07-10 11:30:12 ConfID: 8210840 CauseID: 1704042232 OtherID: 115384825 JT: Machine Learning MD: Koenig,22,1-3,227,1996,The Effect of Representation and Knowledge on Goal-Directed Exploration with Reinforcement-Learning Algorithms DOI: 10.1023/A:1018068507504(Journal) (8210840-N) DOI: 10.1007/BF00114729(Journal) ========================================================== Created: 2025-07-10 11:30:00 ConfID: 8210843 CauseID: 1704042291 OtherID: 144253493 JT: Machine Learning MD: Shen,12,1-3,143,1993,Discovery as 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