作者: Engaged 時間: 2025-3-21 22:52 作者: 前奏曲 時間: 2025-3-22 03:35
https://doi.org/10.1007/978-3-8350-9143-6es in our procedure can be formally derived and its local convergence can be formally proved. Compared to existing methods, our procedure offers the following advantages: (1) better convergence characteristics than the standard Baum-Welch algorithm, (2) automatic reduction of model size to the right作者: eczema 時間: 2025-3-22 06:50
On aggregating teams of learning machines,ich are required to be successful, but cannnot be TxtFex.-identified by any single machine. Additionally, aggregation ratios are also derived for finite identification of languages from positive data and for numerous criteria involving language learning from both positive and negative data.作者: CREST 時間: 2025-3-22 11:29 作者: 免除責(zé)任 時間: 2025-3-22 16:58
A new algorithm for automatic configuration of Hidden Markov Models,es in our procedure can be formally derived and its local convergence can be formally proved. Compared to existing methods, our procedure offers the following advantages: (1) better convergence characteristics than the standard Baum-Welch algorithm, (2) automatic reduction of model size to the right作者: BARGE 時間: 2025-3-22 18:04
Klaus P. Jantke,Shigenobu Kobayashi,Takashi Yokomo作者: 單獨(dú) 時間: 2025-3-22 21:41 作者: 委屈 時間: 2025-3-23 03:31 作者: 食料 時間: 2025-3-23 07:35 作者: 安心地散步 時間: 2025-3-23 10:36 作者: Precursor 時間: 2025-3-23 16:39 作者: PACT 時間: 2025-3-23 19:05
Der Bologna-Prozess als Politiknetzwerkrnable under a number of different constraints specified via a parametric description. It is also shown how many known characterizations can be obtained by straightforward applications of this theorem. It is argued that the new parameterization scheme for specifying constraints works for a wide variety of constraints.作者: CESS 時間: 2025-3-23 23:38
https://doi.org/10.1007/978-3-8350-9143-6 presentation of the smallest language in the family containing a given sample. We show the applicability of this framework for both the familiar regular string languages and the regular tree languages.作者: 使高興 時間: 2025-3-24 05:44
Uniform characterizations of various kinds of language learning,rnable under a number of different constraints specified via a parametric description. It is also shown how many known characterizations can be obtained by straightforward applications of this theorem. It is argued that the new parameterization scheme for specifying constraints works for a wide variety of constraints.作者: 壟斷 時間: 2025-3-24 09:51
How to invent characterizable inference methods for regular languages, presentation of the smallest language in the family containing a given sample. We show the applicability of this framework for both the familiar regular string languages and the regular tree languages.作者: Diastole 時間: 2025-3-24 11:39
Conference proceedings 1993on to 3 invited papers, 29papers were selected from 47 submitted extended abstracts.The workshop was the fourth in a series of ALTworkshops,whose focus is on theories of machine learning and theapplication of such theories to real-world learningproblems. The ALT workshops have been held annually sin作者: Antimicrobial 時間: 2025-3-24 17:22
Conference proceedings 1993ce1990, sponsored by the Japanese Society for ArtificialIntelligence. The volume is organized into parts oninductive logic and inference, inductive inference,approximatelearning, query learning, explanation-basedlearning, and new learningparadigms.作者: pellagra 時間: 2025-3-24 19:58 作者: fidelity 時間: 2025-3-25 03:12
Einführung: Schichten und Verflechtungenize (.) increases exponentially and the error (.) decreases exponentially. As a consequence, a model of layered learning which requires that ., rather than ., be a polynomial function of the logarithm of the concept space would make learnable many concept classes which are not learnable in Valiant‘s PAC model.作者: A保存的 時間: 2025-3-25 03:50 作者: 上流社會 時間: 2025-3-25 09:00
https://doi.org/10.1007/978-3-531-90520-4lled competing semantics, we show that the learnability result for positive and negative data can be lifted to the general case of arbitrary patterns. Learning under the standard semantics from positive data is closely related to monotonic language learning.作者: 冰雹 時間: 2025-3-25 12:25 作者: 船員 時間: 2025-3-25 18:18 作者: 拖債 時間: 2025-3-25 23:37
Das Bologna-Projekt: Entwicklungsphasenr functions, which learning device are trying to identify at the same time, i.e., these classes are identifiable only with learning devices that show some improvement of learning capabilities with practice.作者: Canyon 時間: 2025-3-26 01:33 作者: Maximizer 時間: 2025-3-26 06:21
Optimal layered learning: A PAC approach to incremental sampling,ize (.) increases exponentially and the error (.) decreases exponentially. As a consequence, a model of layered learning which requires that ., rather than ., be a polynomial function of the logarithm of the concept space would make learnable many concept classes which are not learnable in Valiant‘s PAC model.作者: Factual 時間: 2025-3-26 09:13
Towards efficient inductive synthesis of expressions from input/output examples,e art of computer experiments using this methodology is described. An example that is considered is the inductive inference of the formula for solving quadratic equations, the finding of which by pure exhaustive search would be unrealistic.作者: FOVEA 時間: 2025-3-26 15:29 作者: 彩色 時間: 2025-3-26 17:19
Generalized unification as background knowledge in learning logic programs,mber of atoms in ., but as the number of symbols in .. This becomes possible because the evaluation of destructors in generalized unification corresponds to the use of background predicates in D?eroski‘s algorithm.作者: INCUR 時間: 2025-3-26 22:21
Inductive inference machines that can refute hypothesis spaces,tion in the limit. Finally we show that for any ., the class, i.e. hypothesis space, of length-bounded EFS‘s with at most . axioms is inferable in our sense, that is, the class is refutable by a consistently working inductive inference machine. This means that sufficiently large hypothesis spaces are identifiable and refutable.作者: 狂熱文化 時間: 2025-3-27 03:54 作者: 松軟無力 時間: 2025-3-27 08:46
Use of reduction arguments in determining Popperian FIN-type learning capabilities,ies, by presenting an ω. sequence of learning capabilities beginning at 1/2 which converges to 2/5. We believe that this sequence forms the . of the learning capabilities in this interval, but that the actual capability structure is very much more complex.作者: Override 時間: 2025-3-27 10:03
Reformulation of explanation by linear logic toward logic for explanation, Their formalisms, however, suffer inconveniences from the nature of the logic underlying them — .. This paper explores one of the crucial inconveniences stemming from classical logic and attempts newly to construct an adequate logic for “explanation” based on ..作者: 切割 時間: 2025-3-27 17:39
On the duality between mechanistic learners and what it is they learn,lly learns a collection of functions. In this work, we consider the perspective of starting with a set of functions, and considering the collection of learning algorithms that are successful at learning the given functions. Some strong dualities are revealed.作者: conjunctivitis 時間: 2025-3-27 17:57
Lecture Notes in Computer Sciencehttp://image.papertrans.cn/a/image/152985.jpg作者: Mets552 時間: 2025-3-28 01:13
https://doi.org/10.1007/978-3-531-90520-4This paper discusses some problems in Molecular Biology to which learning paradigms may be applicable. As a case, we present our recent study on knowledge discovery from amino acid sequences by PAC-learning paradigm.作者: 使隔離 時間: 2025-3-28 02:18
https://doi.org/10.1007/978-3-531-90520-4A clausal system . for inductive inference is proposed. Given back-ground knowledge . and an observed fact ., each represented in terms of clauses, it infers a set . of clauses such that . ∪ .? .. It is ., i.e., can find every possible . regardless of whether . = □ or not. When hypothesis generation is suppressed, it simulates OL-deduction作者: annexation 時間: 2025-3-28 08:03
Der Bologna-Prozess als PolitiknetzwerkStatistical Discriminant Analysis is a classical technique in pattern matching with applications for classification problems and more general decision tasks. In this paper, we use a specific class of discriminant functions which we call product discriminant functions, or simply PDF‘s. Our main results for PDF‘s are the following:作者: 孵卵器 時間: 2025-3-28 11:32 作者: monologue 時間: 2025-3-28 14:47 作者: jovial 時間: 2025-3-28 19:26 作者: angiography 時間: 2025-3-28 23:39
Algorithmic Learning Theory978-3-540-48096-9Series ISSN 0302-9743 Series E-ISSN 1611-3349 作者: 野蠻 時間: 2025-3-29 07:09
Das Bologna-Projekt: Entwicklungsphasen Their formalisms, however, suffer inconveniences from the nature of the logic underlying them — .. This paper explores one of the crucial inconveniences stemming from classical logic and attempts newly to construct an adequate logic for “explanation” based on ..作者: 柔美流暢 時間: 2025-3-29 10:06 作者: 功多汁水 時間: 2025-3-29 12:17 作者: Biguanides 時間: 2025-3-29 17:56 作者: chandel 時間: 2025-3-29 22:12
Das Bologna-Projekt: Entwicklungsphasen Their formalisms, however, suffer inconveniences from the nature of the logic underlying them — .. This paper explores one of the crucial inconveniences stemming from classical logic and attempts newly to construct an adequate logic for “explanation” based on ..作者: 飛鏢 時間: 2025-3-30 02:42
Einführung: Schichten und Verflechtungenxamples. The idea is to avoid exhaustive search by means of taking full advantage of semantic equality of many considered expressions. This might be the way that people avoid too big search when finding proof strategies for theorems, etc. As a formal model for the development of the method we use ar作者: Blood-Clot 時間: 2025-3-30 08:06
Einführung: Schichten und Verflechtungens that is designed for increasing the applicability of the procedure. The λ-calculus, an extension of Logical Framework, allows recursions and inductions on natural numbers, and inferences on linear arithmetical terms are built into its type system. The generalization procedure is iterated in a bott作者: 閹割 時間: 2025-3-30 10:42 作者: Canvas 時間: 2025-3-30 13:13 作者: 庇護(hù) 時間: 2025-3-30 17:48 作者: hypnogram 時間: 2025-3-30 22:21
https://doi.org/10.1007/978-3-531-90520-4lly learns a collection of functions. In this work, we consider the perspective of starting with a set of functions, and considering the collection of learning algorithms that are successful at learning the given functions. Some strong dualities are revealed.作者: BOLUS 時間: 2025-3-31 01:24 作者: 預(yù)防注射 時間: 2025-3-31 07:02
Das Bologna-Projekt: Entwicklungsphasender the learning of total recursive functions by some algorithmic device (inductive inference machine) and describe the “quality” of learning in two different ways: as probability with which machine identifies the given function correctly, and as density of a set of arguments for which the hypothesi作者: 神圣在玷污 時間: 2025-3-31 11:44
Der Bologna-Prozess als Politiknetzwerk corresponding types of redundancy for Popperian FINite learning. The basis of our analytical framework is a reduction technique used previously by us..Using our analytical tools we determine the redundancy types for all ratios of the form 4., where .≥2, which defines the sequence of capabilities fo作者: arthroplasty 時間: 2025-3-31 16:25 作者: 助記 時間: 2025-3-31 21:05
Der Bologna-Prozess als Politiknetzwerkfocused on trying to understand how the language learning ability of an inductive inference machine is affected when it is constrained. For example, derived from work in inductive logic, notions of monotonicity have been studied which variously reflect the requirement that the learner‘s guess must m作者: Infant 時間: 2025-3-31 23:46
https://doi.org/10.1007/978-3-8350-9143-6, that certain families of non-trivial and infinite regular languages can be described with finite tuples of finite sets of strings (or trees). It follows from this property, that the methods are able to inductively learn in the limit from positive samples only. It is also shown that if the mapping 作者: 幼稚 時間: 2025-4-1 03:50
https://doi.org/10.1007/978-3-8350-9143-6from speech and molecular biology. A crucial issue in modeling time-series data using HMM, is the problem of determining the appropriate model architecture: the number of states and the links between the states. While current HMM training procedures iteratively optimize model parameters, they usuall作者: 磨碎 時間: 2025-4-1 08:09 作者: 外科醫(yī)生 時間: 2025-4-1 10:58
978-3-540-57370-8Springer-Verlag Berlin Heidelberg 1993
