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检索条件"丛书名=Advances in Intelligent Systems and Computing"

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Study on the Coordinating Policy of Multi-echelon Inventory System 5th

Study on the Coordinating Policy of Multi-echelon Inventory ...

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5th International Conference on Harmony Search, Soft computing and Applications (ICHSA)

作者： Yang, Tao Shanghai Polytech Univ Shanghai 201209 Peoples R China

ISBN: (纸本)9783030319670;9783030319663

The mechanism to enhance the performance of the supply chain by coordination policy is analyzed in detail. The simple supply chain is modeled as a decentralized two-level inventory system, and the optimal decision formulas are deduced for the firms at their stages in the supply chain by systematic optimality. The result of numerical experiment shows that the coordination failure is observed in the simple deterministic decentralized inventory system. It is proved obviously that the proper revenue sharing contract design is a useful coordinating tool to incentive the firms to choose actions which lead firms and total supply chain to global optimization as a result.

关键词： Coordinating policy Global optimization Decentralized inventory system

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Optimization of Maintenance Costs of Video systems Based on Cloud Services 11th

Optimization of Maintenance Costs of Video Systems Based on ...

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11th International Conference on intelligent Networking and Collaborative systems (INCoS) / 22nd International Conference on Network-Based Information systems (NBiS)

作者： Karys, Dominika Pietrzyk, Anna Kowalski, Rafal Vesely, Peter Studenicova, Andrea Lodz Univ Technol Inst Informat Technol Lodz Poland Comenius Univ Fac Management Bratislava Slovakia

ISBN: (纸本)9783030290351;9783030290344

The paper describes system architecture for storing and managing video resources. Presented architecture is based on the cloud. It will propose a way to optimize the costs associated with storing large files by using two types of storage. The first one will be dedicated to high-resolution files. The use of transcoder will be discussed including creation of a file of lower resolution. Such files will be stored in a second above-mentioned type of storage, which is available from the client application and is shared within end users. To illustrate the idea of cost optimization the services provided by Amazon were used. The paper describes a case study of highly scalable video archive with a dedicated web application. The architecture for this case is proposed and the basic cases of use are presented. However, the whole business analysis is omitted and the problem is treated at a high level of abstraction.

关键词： Web services

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Artificial Intelligence Based System for Preliminary Rounds of Recruitment Process 3rd

Artificial Intelligence Based System for Preliminary Rounds ...

引用

International Conference on Computational Vision and Bio-Inspired computing (ICCVBIC)

作者： Uttarwar, Sayli Gambani, Simran Thakkar, Tej Mulla, Nikahat Sardar Patel Inst Technol Dept Informat Technol Mumbai 400058 Maharashtra India

ISBN: (纸本)9783030372187;9783030372170

The process of hiring is extremely crucial for any organization. It's existing methodology, from resume screening, preliminary rounds, face to face interviews, all of it involves huge manual effort. Thus, it is crucial to implement a hiring process that reduces human intervention, screens candidates on consistent and standard criteria, makes the system flexible and trackable thus enhancing the mode of operation of the current system and consequently reducing human effort. We propose an Artificial Intelligence (AI) based recruiting system that serves as a decision support system for recruiters, especially useful for preliminary or initial screening rounds. AI for recruiting is the application of artificial intelligence to the process of recruitment, that is to automate the preliminary rounds of the recruiting system and to filter candidates from a large applicant pool with minimal human intervention. We have implemented a real-time AI based assessment system with a closed domain intelligent question answering (henceforth mentioned as QA) system in the backend and incorporated an adaptive question generation algorithm for making the process equivalent to a real interview environment.

关键词： Deep learning Long Short Term Memory (LSTM) Recurrent Neural Network (RNN) Application Programming Interface (API) Natural Language Processing (NLP)

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A Descriptive Review of Carbon Footprint 2nd

A Descriptive Review of Carbon Footprint

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2nd International Conference on Human systems Engineering and Design (IHSED) - Future Trends and Applications

作者： Durojaye, Omoniyi Laseinde, Timothy Oluwafemi, Ifetayo Univ Johannesburg Mech & Ind Engn Technol Dept Johannesburg South Africa Univ Johannesburg Postgrad Sch Engn Management Johannesburg South Africa

ISBN: (纸本)9783030279288;9783030279271

In the last couple of years, the expression 'carbon footprint' has been in use among meteorologist, especially in the United Kingdom. The usage of the expression is not unconnected with the fact that the challenge of climate change has been one of the topmost issues on political as well as corporate agenda. Therefore, calculations of carbon footprint have been in high demand. Scholars have proposed so many approaches to providing estimates. The methods runs from uncomplicated online calculations to other ones like complex life-cycle examination otherwise called input-output-based technique and tools. In spite of its ever-present use, it is clear that the term 'carbon footprint' does not have a generally acceptable academic definition. Thus, there is a dearth of clarifications of what 'carbon footprint' is in the scientific literature despite the fact that there are several studies or researches on energy as well as ecological economics which should have measured what precisely 'carbon footprint' is. Therefore, this particular paper is an attempt to explore the obvious inconsistency in the use of some terminology in both public and in the academic contexts. This has led to a suggestion of academic definitions based on generally accepted principles of accounting and modeling approaches. The paper treats questions of methodology like comprehensiveness, completeness, system boundaries, as well as units, also, the durability of most indicator.

关键词： Direct footprint Direct carbon footprint Environmental accounting Ecological Footprint Indirect carbon emissions

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Document Clustering by Relevant Terms: An Approach 4th

Document Clustering by Relevant Terms: An Approach

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Future Technologies Conference (FTC)

作者： Reyes-Pena, Cecilia Tovar Vidal, Mireya Lavalle Martinez, Jose de Jesus Benemerita Univ Autonoma Puebla Fac Comp Sci 14 Sur & Av San Claudio Puebla Mexico

ISBN: (纸本)9783030325206;9783030325190

In this work, a document clustering based on relevant terms into an untagged medical text corpus approach is presented. To achieve this, to create a list of documents containing each word is necessary. Then, for relevant term extraction, the frequency of each term is obtained in order to compute the word weight into the corpus and into each document. Finally, the clusters are built by mapping using main concepts from an ontology and the relevant terms (only subjects), assuming that if two words appear in the same documents these words are related. The obtained clusters have a category corresponding to ontology concepts, and they are measured with cluster from K-Means (assuming the k-Means cluster were well formed) using the Overlap Coefficient and obtaining 70% of similarity among the clusters.

关键词： Documents clustering Relevant terms Medical corpus

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Effects of a Social Force Model Reward in Robot Navigation Based on Deep Reinforcement Learning 4th

Effects of a Social Force Model Reward in Robot Navigation B...

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4th Iberian Robotics Conference (Robot) - advances in Robotics

作者： Gil, Oscar Sanfeliu, Alberto CSIC UPC Inst Robat & Informat Ind Barcelona Spain

ISBN: (纸本)9783030361501;9783030361495

In this paper is proposed an inclusion of the Social Force Model (SFM) into a concrete Deep Reinforcement Learning (RL) framework for robot navigation. These types of techniques have demonstrated to be useful to deal with different types of environments to achieve a goal. In Deep RL, a description of the world to describe the states and a reward adapted to the environment are crucial elements to get the desire behaviour and achieve a high performance. For this reason, this work adds a dense reward function based on SFM and uses the forces in the states like an additional description. Furthermore, obstacles are added to improve the behaviour of works that only consider moving agents. This SFM inclusion can offer a better description of the obstacles for the navigation. Several simulations have been done to check the effects of these modifications in the average performance.

关键词： Robot navigation Deep Reinforcement Learning Social Force Model Dense reward function

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Modified Contrast Enhancement Algorithm Using Numerical Integration Simpson's Method 2nd

Modified Contrast Enhancement Algorithm Using Numerical Inte...

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2nd International Conference on Computational Intelligence in Pattern Recognition (CIPR)

作者： Halder, Amiya Sarkar, Apurba Shah, Nikita STCET Dept CSE 4 DH Rd Kolkata 23 India IIEST Shibpur Dept CST Howrah 711103 India

ISBN: (纸本)9789811524493;9789811524486

This paper presents an efficient method to improve the contrast of low contrast images and at the same time provides satisfactory performances in terms of image contrast and sharpness. It is based on numerical cubic interpolation formula known as Simpson's 3/8th rule. The neighboring pixel information is used in interpolation method, and it gives the high contrast image and also preserves fine details of the images. Different quality-based parameters are used to measure the improvement of the contrast of the images. The obtained results are compared with various standard existing methods for further validation.

关键词： Contrast enhancement Numerical integration Similarity index measure Simpson's 3/8th rule

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Analysis of Actual Propagation Behavior of WannaCry Within an Intranet (Extended Abstract) 22nd

Analysis of Actual Propagation Behavior of WannaCry Within a...

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11th International Conference on intelligent Networking and Collaborative systems (INCoS) / 22nd International Conference on Network-Based Information systems (NBiS)

作者： Oikawa, Takanori Takenaka, Masahiko Unno, Yuki Fujitsu Labs Ltd Kawasaki Kanagawa Japan

WannaCry is a ransomware that cannot only encrypt the victim's data but propagate laterally in the victim's local network. We present the results of analysis of some samples of WannaCry and actual propagation ... 详细信息

ISBN: (纸本)9783030290290;9783030290283

关键词： Intranets

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Conceptual Model for Challenges and Succession Opportunities for Virtual Project Teams in the GCC

Conceptual Model for Challenges and Succession Opportunities...

引用

Future of Information and Communication Conference (FICC)

作者： Abou Samra, Rasha Al Sharari, Nizar AlTunaiji, Salem Higher Coll Technol Fac Business Abu Dhabi U Arab Emirates Higher Coll Technol Fac Arab Language Studies Abu Dhabi U Arab Emirates

ISBN: (纸本)9783030394424;9783030394417

This is a systematic review for designing a conceptual model of the reinforcement factors and the inhibitors of the success of using virtual project teams among geographical and /or organizational dispersed teams. The GCC have common traditions and cultural aspects. The study is trying to answer one main question about the challenges and opportunities for success for depending on virtual project teams in managing GCC projects. Two sub-questions are derived from the main question: what factors do GCC countries have to make virtual project teams succeed? What benefits and obstacles the managers of virtual project teams may have in GCC countries zone? In the first part of this paper, the researchers are analyzing critically the state of the art literature in the field of virtual project teams. In the second part of this paper, the researchers are comparing the findings of previous researches with the GCC published reports issued by official organizations. The objective of this study is to come up with recommendations about the future practical research variables that measure the success or failure of virtual project teams in the GCC context. Researchers discussed challenges like resources allocation and decentralization of responsibility as well as opportunities for success like having better cost controlled projects and more efficient time management. The purpose of the study is to design a tailored customized conceptual model for the context of GCC to conceptualize the possible positive and negative relationships that determine the potential of success of VPT in this region. The problem of the research is a scarcity problem. It is focused on the scarcity of research contribution to the conceptualization of a model for VPM succession however;the documents reveal that there is a real need for VPM in general and especially for the GCC region. The solution to this problem in this research is represented in the generation of a new model which is customized to the characte

关键词： Virtual project teams GCC Culture Virtual communication Innovation capabilities

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Modeling and Optimization of Radio-Chemotherapy 21st

Modeling and Optimization of Radio-Chemotherapy

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21st Polish Conference on Biocybernetics and Biomedical Engineering (PCBBE)

作者： Swierniak, Andrzej Smieja, Jaroslaw Mura, Marzena Bajger, Piotr Silesian Tech Univ Inst Automat Control Akad 16 PL-44100 Gliwice Poland Univ Warsaw Coll Interfac Individual Studies Math & Nat Sci Banacha 2c PL-02089 Warsaw Poland Ardigen Ul Podole 76 PL-30394 Krakow Poland

ISBN: (纸本)9783030298852;9783030298845

Pre- or post-operational chemo-radiotherapy have become one of the standard adjuvant therapies in recent years. Though both chemo- and radiotherapy protocols are standardized, the question about the order in which they should be applied, or concurrency, remains an open question. In this work we attempt to answer it with mathematical modeling and optimization of two-dimensional control that represents therapy in a control-theory based approach. In order to address this problem, two issues are discussed. First, two different ways of modeling tumor growth under therapy are compared. For each of them, the necessary conditions for optimal control representing the therapy are presented and discussed. Then, Kaplan-Meier survival curves are compared for standard therapy protocols used in clinics and different approaches to model tumor growth. Finally, a framework for analysis of treatment efficacy is presented, in which optimization and survival analysis are used sequentially.

关键词： Chemotherapy Radiotherapy Modeling Optimization

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