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international conference on Information, Intelligence, Systems and Applications (IISA)

作者： Peter P. Groumpos Vassiliki Mpelogianni Electrical and Computer Engineering Departement University of Patras Patras Greece

the following topics are dealt with: learning (artificial intelligence); computer aided instruction; diseases; Internet of things; educational courses; mobile computing; educational institutions; convolutional neural ... 详细信息

ISBN: (数字)9781665422284

ISBN: (纸本)9781665422291

关键词： Fuzzy logic Energy consumption Buildings Neural networks Process control Control systems Energy efficiency

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Low-Rank Transfer Learning for Multi-stream Data Classification

Low-Rank Transfer Learning for Multi-stream Data Classificat...

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international conference on Information Science and Technology (ICIST)

作者： Jingbo Sun Hongzu Su Yue Xie Jingjing Li Glasgow College University of Electronic Science and Technology of China Chengdu China School of Computer Science and Engineering University of Electronic Science and Technology of China Chengdu China

ISBN: (纸本)9781665412667;9781665429412

Leveraging the labeled data from source stream to handle unlabeled data from target stream is a promising method for multi-stream classification. However, there are still two main issues, concept drifts and concept revolution, needed to be addressed. A couple of methods is proposed to solve them, such as adding a change detection module, modifying sliding window size and setting concept confidence. However, the majority of these approaches did not consider shared data structures among multiple data streams, which can be employed to handle these two issues. At the same time, a lot of algorithms assume that the source data stream and the target data stream are all come from the same domain. In reality, however, most data streams are from different domains with different data distributions. In this paper, therefore, we propose a novel framework Low-Rank Transfer Learning (LRTL) to address cross-domain multi-stream classification. LRTL is mainly composed of three modules, i.e., domain adaptation module, change detection module and classification module. Different from these existing multi-stream classification frameworks, we design a novel domain adaptation module, which utilizes low-rank representation and graph embedding to preserve data structures that have many benefits in dealing with concept drifts and concept revolution. Extensive experiments are carried out on the domain adaptation module and the proposed framework LRTL on multiple benchmarks, which verifies that our domain adaptation methods and frameworks can achieve the state-of-the-art results with significant improvements.

关键词： Information science Change detection algorithms Transfer learning Benchmark testing Data structures Real-time systems Data models

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Ikigailand: Gamified Urban Planning Experiences for Improved Participatory Planning.: A gamified experience as a tool for town planning. 20

Ikigailand: Gamified Urban Planning Experiences for Improved...

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11th Indian conference on Human-computer Interaction, IndiaHCI 2020

作者： Bhardwaj, Purav Joseph, Cletus Bijili, Lamha National Institute of Design Gandhinagar India

ISBN: (纸本)9781450389440

We sense a palpable lack of thoughtful consideration and innovation in the spaces we inhabit. Too often, there is an immense disconnect between the aspirations of inhabitants and the realities of these spaces (cities, towns etc.). these spaces effect every aspect of human existence from healthcare, education to overall well-being of inhabitants. In this paper, we introduce a novel gamified experience called IkigaiLand, that allows users to reconstruct existent localities to better reflect their expectations and aspirations while equipping them with tangible information about planning and infrastructure in their own surroundings. It also allows relevant authorities to better understand the collective needs of citizens/residents of the area and prospectively utilize their generated solutions. Special consideration has been made to make the solution accessible, inclusive and democratized to incorporate diversity in opinion and participation. the game employs the use of tokenised entities such as buildings and an Augmented Reality(AR) application all encapsulated within gamified interactions to allow users to visualise and quantify the resilience and effectiveness of their constructed cities. We envisage this gamified experience as a tool for collective dreaming that allows communities to better articulate and facilitate innovation in the space of urban planning. © 2020 ACM.

关键词： Urban planning

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designing Alternative Interface design of e-Learning Modules based on Felder-Silverman Learning Styles and User Centered design Approach 11

Designing Alternative Interface Design of e-Learning Modules...

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11th international conference on Advanced computer Science and Information Systems (ICACSIS)

作者： Hasani, Lintang Matahari Santoso, Harry Budi Isal, R. Yugo Kartono Univ Indonesia Fac Comp Sci Depok Jawa Barat Indonesia

ISBN: (纸本)9781728152929

Presently, only a handful of research focuses on the development of interface design for e-Learning modules based on various learning styles. the current studies on this field are still limited to some usability issues which ranging from inadequate usability of the proposed design to exclusion of important user research. Nevertheless, interface design is undoubtedly a crucial aspect influencing the success of an e-Learning system implementation. this paper outlines a user-centered study focusing on the development of an alternative interface design of e-Learning modules based on Felder-Silverman learning styles and User Centered design approach by utilizing mixed methods. the study analyzes users' learning styles, learning object preferences, interface preference, and pain points extracted from a user research which includes semi-structured interviews and certain coding techniques. the results are used as a primary guideline in order to create an alternative interface design for e-Learning modules. three out of four proposed alternative designs have better usability than the designs from the previous study based on System Usability Score measurement.

关键词： Learning Styles e-Learning Interface design

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Analysis of buñuelos growth rate using 2K factorial design 11

Analysis of buñuelos growth rate using 2K factorial design

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11th international conference on Emerging Ubiquitous Systems and Pervasive Networks, EUSPN 2020

作者： Noguera, José Jiménez-Cabas, Javier Álvarez, Bárbara Caicedo-Ortiz, José Ruiz-Ariza, José Universidad del Norte Departamento de Ingeniería Mecánica Km.5 Vía Puerto Colombia Colombia Universidad de la Costa Departamento de Ciencias de la Informática y Electrónica Calle 58 55 - 66 Barranquilla Colombia Universidad del Zulia Facultad de Humanidades y Educación Maracaibo4001 Venezuela

Buñuelos are a traditional food not only in Colombia but in several parts of the world. they are prepared mainly with cassava starch, cornstarch, cheese, water or milk. the purpose of this work is to determine which factors (trademark, time, temperature, serving size) or interactions between them are important to achieve a major volume of the buñuelos. thus, a 2k design is proposed to analyze the factors on the growth rate of buñuelos. the growth rate is calculated taking into account the buñuelos diameter before fried and after fried. the results indicate that the serving size has the principal effect on the response variable but followed by the trademark and some interactions between time and temperature. © 2020 the Authors. Published by Elsevier B.V.

关键词： design of experiments

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Incentive compatible active learning 11

Incentive compatible active learning

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11th Innovations in theoretical computer Science conference, ITCS 2020

作者： Echenique, Federico Prasad, Siddharth Division of the Humanities and Social Sciences California Institute of Technology PasadenaCA United States Computer Science Department Carnegie Mellon University PittsburghPA United States

ISBN: (纸本)9783959771344

We consider active learning under incentive compatibility constraints. the main application of our results is to economic experiments, in which a learner seeks to infer the parameters of a subject’s preferences: for example their attitudes towards risk, or their beliefs over uncertain events. By cleverly adapting the experimental design, one can save on the time spent by subjects in the laboratory, or maximize the information obtained from each subject in a given laboratory session;but the resulting adaptive design raises complications due to incentive compatibility. A subject in the lab may answer questions strategically, and not truthfully, so as to steer subsequent questions in a profitable direction. We analyze two standard economic problems: inference of preferences over risk from multiple price lists, and belief elicitation in experiments on choice over uncertainty. In the first setting, we tune a simple and fast learning algorithm to retain certain incentive compatibility properties. In the second setting, we provide an incentive compatible learning algorithm based on scoring rules with query complexity that differs from obvious methods of achieving fast learning rates only by subpolynomial factors. thus, for these areas of application, incentive compatibility may be achieved without paying a large sample complexity price. © Federico Echenique and Siddharth Prasad.

关键词： Learning algorithms

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Evaluating the Performances of Memristor, FinFET, and Graphene TFET in VLSI Circuit design

Evaluating the Performances of Memristor, FinFET, and Graphe...

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IEEE Annual Computing and Communication Workshop and conference (CCWC)

作者： Naheem Olakunle Adesina Ashok Srivastava Md Azmot Ullah Khan Division of Electrical and Computer Engineering Louisiana State University Baton Rouge LA U.S.A.

ISBN: (数字)9781665414906

ISBN: (纸本)9781665430586

there are limitations in CMOS transistor as the technology scales down. the problem of short channel effects (SCE) has become dominant, which causes the malfunction and failure of CMOS circuits. Various devices are proposed to continue extending Moore's law and the roadmap in semiconductor industry. Memristor is a two terminal passive device, which has proven to be compatible with MOSFET microfabrication processes and also offers some distinctive features. It is a nano-dimensional device, so it saves a lot of die area and consumes less power. Similarly, FinFET structure has aided in better electrostatic control of transistor channel. the leakage current and power are reduced, thus, it shows better performance than MOS transistor. FinFET exhibits temperature effect inversion (TEI) because its I ON increases even at the superthreshold region. the integration of graphene nanoribbon (GNR) FET into IC design has shown a lot of improvements in terms of speed and power. In this work, we present the characteristics of GNRFET and design an inverter circuit using Cadence/Spectre. Following this, a three-stage ring oscillator (RO) is designed, and the results show that its center frequency is 30.2 GHz with a phase noise of -125.2dBc/Hz. In addition, it consumes 0.15 mW power, which makes it suitable for high frequency and low power applications. More so, the RO has a very good phase noise performance.

关键词： Ring oscillators Phase noise Performance evaluation Graphene Memristors FinFETs Inverters

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design of a methodology to incorporate lean manufacturing tools in risk management, to reduce work accidents at service companies 11

Design of a methodology to incorporate lean manufacturing to...

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11th international conference on Emerging Ubiquitous Systems and Pervasive Networks, EUSPN 2020

作者： Tortorella, Guilherme Cómbita-Niño, Johana Monsalvo-Buelvas, Joyce Vidal-Pacheco, Lucelys Herrera-Fontalvo, Zulmeira Department of Production Engineering Universidade Federal de Santa Catarina Campus Trinity Florianópolis88040-900 Brazil Department of Productivity and Innovation Universidad de la Costa 58 th Street Numb. 55-66 Barranquilla080001 Colombia

Lean Manufacturing tools were originally developed to improve manufacturing production systems and enhance productivity and quality in organizations. For this reason, they are used more frequently in manufacturing than in service companies. the Ergo-Lean approach applies Lean Manufacturing to the field of Occupational Safety and Health, focusing on reducing activities that do not add value and on reducing the associated muscular-skeletal disorders. the purpose of this study is to integrate Lean Manufacturing tools in risk management to help control work-related accidents. Based on work accident data at a service company, the causes of the accidents were analyzed and the main Lean Manufacturing tools were reviewed and integrated, in order to develop a new methodology for the implementation of these tools to help prevent work-related accidents and diseases and to develop a culture of self-care. © 2020 the Authors. Published by Elsevier B.V.

关键词： Lean production

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Molecular design of solvents for CO2 capture using a group contribution EOS

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FLUID PHASE EQUILIBRIA 2019年 490卷 114-122页

作者： Antonio Scilipoti, Jose Adrian Sanchez, Francisco Pereda, Selva Alberto Brignole, Esteban IPQA UNC CONICET Inst Invest Desarrollo Ingn Proc & Quim Apl Cordoba Argentina Univ Nacl UNS CONICET Planta Piloto Ingn Quim PIAPIQUI Dept Ingn Quim Camino Carrindanga Km 7 RA-8000 Bahia Blanca Buenos Aires Argentina

After a brief revision of the literature, this work develops a computer-aided molecular design procedure (GCMOLD), based on the Group Contribution Equation of State, GC-EOS. the selection of solvents, for CO2 capture in pre-combustion processes by GCMOLD, allows a systematic study of the effect of molecular functionality on solvent properties. For this problem, after the selection of a number of paraffinic and CO2-phylic groups for the synthesis of molecular structures, the GCMOLD program generates a list of solvents ranked by their solvent power. On this basis, the effect of paraffinic and polar structures on solvent power and solvent loss gives a rationale for optimum solvent selection. Finally, an innovative scheme of an absorption cycle with low energy consumption is proposed. (C) 2019 Elsevier B.V. All rights reserved.

关键词： computer-assisted molecular design SOLVENT analysis SOLVENTS POLAR solvents EQUATIONS of state MOLECULAR structure

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design of an API recommendation system in android programming 11

Design of an API recommendation system in android programmin...

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11th international conference on computer and Electrical Engineering (ICCEE)

作者： Liu, Jinyang Ma, Zhiyi Peking Univ Acad Adv Interdisciplinary Studies Beijing Peoples R China Peking Univ Sch Elect Engn & Comp Sci Beijing Peoples R China Peking Univ Minist Educ Key Lab High Confidence Software Technol Beijing Peoples R China

Android has been the most popular operation system in the smartphone field, and Android programming is an import branch in programming work. When dealing with programming tasks, there are many APIs that are often used by programmers, and it costs much time for them to choose and check the usages of APIs repeatedly. this paper raises a design of API recommendation system in android programming, which uses AST tools in Java to extract key features of codes, and uses tf-idf, LDA and API2Vec models on the data to generate recommendation results. +the experiment results- at maximum 80%+overall recall rate and nearly 50% top-10 recall rate prove the efficiency of the system.

关键词： Recommender systems

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