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Groundwater Level modeling Artificial Intelligence Approach of Features and Abilities 7

Groundwater Level Modeling Artificial Intelligence Approach ...

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7th international conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud), I-SMAC 2023

作者： Kalele, Girish Chitkara University Institute of Engineering and Technology Chitkara University Centre for Interdisciplinary Research in Business and Technology Punjab India

ISBN: (纸本)9798350341485

Creating precise soft computing techniques for estimating groundwater levels (GWL) to improve water resource scheduling and administration is crucial. Machine Learning (ML) algorithms have significantly improved GWL projection over the last twenty years. this research briefly summarizes the most widely used Artificial intelligence (AI) techniques and reviews the limited edition on AI approaches for groundwater level (GWL) modeling and estimation. Despite some flaws, the GWL temporal sequence in various groundwater can be effectively simulated and forecasted using AI methods if it is designed correctly. Examining these stages in the context of GWL modeling is advantageous due to the reliance of some phases of AI modeling on knowledge acquisition or iterative experimentation. the articles under review produced many limited and broad outcomes that can serve as valuable guidelines for scientists who wish to conduct comparative research in this area. this study also offers a few fresh concepts in the related field of inquiry for creating novel techniques and enhancing modeling quality. © 2023 IEEE.

关键词： Iterative methods

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Groundwater Level modeling Artificial Intelligence Approach of Features and Abilities

Groundwater Level Modeling Artificial Intelligence Approach ...

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international conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)

作者： Girish Kalele Centre for Interdisciplinary Research in Business and Technology Chitkara University Institute of Engineering and Technology Chitkara University Punjab India

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context and Natural Language in Formal Concept Analysis 10th

Context and Natural Language in Formal Concept Analysis

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10th international and interdisciplinary conference on modeling and using context (context)

作者： Wray, Tim Eklund, Peter IT Univ Copenhagen Rued Langgaards Vej 7 DK-2300 Copenhagen Denmark

ISBN: (纸本)9783319578378;9783319578361

COLLECTIONWEB is a framework that uses Formal Concept Analysis (FCA) to link contextually related objects within museum collections. these connections are used to drive a number of user interactions that are intended to promote exploration and discovery. the idea is based on museological perspectives that emphasise the importance of the human, social and cultural contexts that are associated with objects. this paper presents an application of these museological concepts as related to the principles of Formal Concept Analysis along with a description of how the COLLECTIONWEB framework generates narratives based on conceptual pathways. the framework has been applied to a number of user facing applications and provides insights on how FCA and natural language pipelines can be used to provide contextual, linked navigation within museum collections.

关键词： Formal Concept Analysis Museums context

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Gender Roles in Russian Prohibitive Constructions: A Corpus Study 10th

Gender Roles in Russian Prohibitive Constructions: A Corpus ...

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10th international and interdisciplinary conference on modeling and using context (context)

作者： Blinova, Olga Troshchenkova, Ekaterina St Petersburg State Univ 7-9 Univ Nab St Petersburg 199034 Russia

ISBN: (纸本)9783319578378;9783319578361

the study is aimed at describing various aspects of the context that influence interpretation of a Russian prohibitive construction *** + Heb3 'should not' + Verb-Inf. For this the data of the corpus "Russian Web 2011" (15.8 billion words) were used: the queries for several most frequent nouns encoding gender roles (women, men, girls, boys, mothers, fathers, wives, husbands) are analyzed. the study showed that for different cases different degree of broadness for the context is important. Firstly, it is syntactic features of the construction (the elements it consists of and the word order). Secondly, it is the semantic-syntactic features (the semantic role of the dative argument and the meaning of the infinitive). thirdly, it is the surrounding elements within the sentence or the neighboring sentences. However, in many cases an even broader cognitive and cultural context plays a significant role, thus, one should also pay attention to the topical domain of prohibitions and how the topics are related to the social role expectations existing as background knowledge shared by the members of a community.

关键词： Social roles Speech acts Gender groups Gender stereotypes Prohibitive constructions Semantic roles Topics Frequency lists

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context and Interference Effects in the Combinations of Natural Concepts 10th

Context and Interference Effects in the Combinations of Natu...

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10th international and interdisciplinary conference on modeling and using context (context)

作者： Aerts, Diederik Aerts, Jonito Beltran, Lester Distrito, Isaac de Bianchi, Massimiliano Sassoli Sozzo, Sandro Veloz, Tomas Brussels Free Univ VUB Ctr Leo Apostel Interdisciplinary Studies CLEA Pl Laan 2 B-1050 Brussels Belgium KASK & Conservatory Jozef Kluyskensstr 2 B-9000 Ghent Belgium 825-C Tayuman St Manila Philippines 2511 Eloriaga St Manila 1009 Philippines Lab Autoric Base CH-6914 Lugano Switzerland Univ Leicester Sch Business Univ Rd Leicester LE1 7RH Leics England Univ Leicester Res Ctr IQSCS Univ Rd Leicester LE1 7RH Leics England

ISBN: (纸本)9783319578378;9783319578361

the mathematical formalism of quantum theory exhibits significant effectiveness when applied to cognitive phenomena that have resisted traditional (set theoretical) modeling. Relying on a decade of research on the operational foundations of micro-physical and conceptual entities, we present a theoretical framework for the representation of concepts and their conjunctions and disjunctions that uses the quantum formalism. this framework provides a unified solution to the 'conceptual combinations problem' of cognitive psychology, explaining the observed deviations from classical (Boolean, fuzzy set and Kolmogorovian) structures in terms of genuine quantum effects. In particular, natural concepts 'interfere' when they combine to form more complex conceptual entities, and they also exhibit a 'quantum-type context-dependence', which are responsible of the 'over- and under-extension' that are systematically observed in experiments on membership judgments.

关键词： Cognitive psychology Concept combination context effects Interference effects Quantum modeling Quantum structures

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Identifying the Main Problems in IT Auditing: A Comparison Between Unsupervised and Supervised Learning 5th

Identifying the Main Problems in IT Auditing: A Comparison B...

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5th international conference on Electronic Government and the Information Systems Perspective (EGOVIS)

作者： Maia, Patricia Sales, Leonardo Carvalho, Rommel N. SAS Brazilian Off Comptroller Gen Dept Res & Strateg Informat Quadra 01Bloco AEdificio Darcy Ribeiro Brasilia DF Brazil Univ Brasilia Dept Comp Sci Campus Univ Darcy Ribeiro Brasilia DF Brazil

ISBN: (纸本)9783319441597;9783319441580

One of the main challenges faced by the Brazilian Office of the Comptroller General (CGU) is applying consistent knowledge discovery tools and methodologies to learn from several years of auditing experience from hundreds of thousands of auditing reports with millions of pages it produced during these years. More specifically, we tackle the problem of identifying the most common topics in a context of Information Technology audits performed in Brazil since 2011. In order to tackle this problem, we compare two different approaches, supervised and unsupervised learning. On the one hand, the supervised learning approach generated a model that achieved around 73 % accuracy for seven categories using random forest. On the other hand, the unsupervised learning approach using Latent Dirichlet Allocation (LDA) generated a model with five topics, which was considered the best model based on the validation performed by the subject matter experts (SME) from CGU. Nevertheless, it is important to note that both approaches, although implemented independently, generated very similar topics. this also reinforces the success in identifying the main problems found during all these years of IT auditing at CGU using consistent and well-known knowledge discovery methods.

关键词： LDA Text mining Classification Auditing IT Topic modeling

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Multi-domain adapted machine translation using unsupervised text clustering 9th

Multi-domain adapted machine translation using unsupervised ...

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9th international and interdisciplinary conference on modeling and using context, context 2015

作者： Bungum, Lars Gambäck, Björn Department of Computer and Information Science Norwegian University of Science and Technology Sem Sælands vei 7–9 Trondheim7094 Norway

ISBN: (纸本)9783319255903

Domain Adaptation in Machine Translation means to take a machine translation system that is restricted to work in a specific context and to enable the system to translate text from a different domain. the paper presents a two-step domain adaptation strategy, by first making use of unlabeled training material through an unsupervised algorithm, the Self-Organizing Map, to create auxiliary language models, and then to include these models dynamically in a machine translation pipeline. © Springer international Publishing Switzerland 2015.

关键词： Conformal mapping

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Warehousing complex archaeological objects 9th

Warehousing complex archaeological objects

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9th international and interdisciplinary conference on modeling and using context, context 2015

作者： Öztürk, Aybüke Eyango, Louis Waksman, Sylvie Yona Lallich, Stéphane Darmont, Jérôme Laboratoire ERIC Université de Lyon 5 avenue Pierre Mendès France Bron Cedex69676 France Laboratoire Archéométrie et Archéologie Université de Lyon 7 rue Raulin Lyon Cedex 769365 France

ISBN: (纸本)9783319255903

Data organization is a difficult and essential component in cultural heritage applications. Over the years, a great amount of archaeological ceramic data have been created and processed by various methods and devices. Such ceramic data are stored in databases that concur to increase the amount of available information rapidly. However, such databases typically focus on one type of ceramic descriptors, e.g., qualitative textual descriptions, petrographic or chemical analysis results, and do not interoperate. thus, research involving archaeological ceramics cannot easily take advantage of combining all these types of information. In this application paper, we introduce an evolution of the Ceramom database that includes text descriptors of archaeological features, chemical analysis results, and various images, including petrographic and fabric images. To illustrate what new analyses are permitted by such a database, we source it to a data warehouse and present a sample online analysis processing (OLAP) scenario to gain deep understanding of ceramic context. © Springer international Publishing Switzerland 2015.

关键词： Data warehouses

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modeling and using context - 7th international and interdisciplinary conference, context 2011, Proceedings

Modeling and Using Context - 7th International and Interdisc...

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7th international and interdisciplinary conference on modeling and using context, context 2011

ISBN: (纸本)9783642242786

the proceedings contain 34 papers. the topics discussed include: modeling context-dependence: ellipsis in conversational dialogue;providing generic context for mobile games on phones;a peer-based approach to privacy-preserving context management;classical planning and causal implicatures;contextualization of scientific workflows;business context information manager: an approach to improve information systems;communicative inferences and context of interests;enabling privacy-preserving semantic presence in instant messaging systems;towards context-based explanations for teacher support;an experiment in hierarchical recognition of group activities using wearable sensors;global peer-to-peer classification in mobile ad-hoc networks: a requirements analysis;and the emotion ontology: enabling interdisciplinary research in the affective sciences.

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From Reachability to Temporal Specifications in Cost-Sharing Games

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7th international Joint conference on Automated Reasoning (IJCAR) Held as Part of theVienna Summer of Logic (VSL)

作者： Avni, Guy Kupferman, Orna Tamir, Tami Hebrew Univ Jerusalem Sch Comp Sci & Engn Jerusalem Israel Sch Comp Sci Interdisciplinary Ctr Herzliyya Israel

ISBN: (纸本)9783319085876;9783319085869

Multi-agents cost-sharing games are commonly used for modeling settings in which different entities share resources. For example, the setting in which entities need to route messages in a network is modeled by a network-formation game: the network is modeled by a graph, and each agent has to select a path satisfying his reachability objective. In practice, the objectives of the entities are often more involved than reachability. the need to specify and reason about rich specifications has been extensively studied in the context of verification and synthesis of reactive systems. this paper suggests and analyzes a generalization of cost-sharing games that captures such rich specifications. In particular, we study network-formation games with regular objectives. In these games, the edges of the graph are labeled by alphabet letters and the objective of each player is a regular language over the alphabet of labels. thus, beyond reachability, a player may restrict attention to paths that satisfy certain properties, referring, for example, to the providers of the traversed edges, the actions associated with them, their quality of service, or security. Our results show that the transition to regular objectives makes the game considerably less stable.

关键词： Specifications

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