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181 107/2 大陸所 黃兆年 助理教授 期刊論文 發佈 Between American and Chinese Hegemonies: Economic Dependence, Norm Diffusion, and Taiwan's Press Freedom , [107-2] :Between American and Chinese Hegemonies: Economic Dependence, Norm Diffusion, and Taiwan's Press Freedom期刊論文Between American and Chinese Hegemonies: Economic Dependence, Norm Diffusion, and Taiwan's Press FreedomJaw-Nian HuangChina: An International Journal, vol. 17, no. 2en0219-7472國外SSCI;是SGP
182 107/1 大陸所 黃兆年 助理教授 期刊論文 發佈 How Can Taiwan and the United States Fight China's Sharp Power? From National Security to Human Security , [107-1] :How Can Taiwan and the United States Fight China's Sharp Power? From National Security to Human Security期刊論文How Can Taiwan and the United States Fight China's Sharp Power? From National Security to Human SecurityJaw-Nian HuangTamkang Journal of International Affairs 22(3), p.171-179en1027-4979國外是TWN
183 107/1 德文系 林郁嫺 助理教授 期刊論文 發佈 赫德琳賦「和平」的批判 , [107-1] :赫德琳賦「和平」的批判期刊論文赫德琳賦「和平」的批判Die Kritik an Hölderlins Ode “Der Frieden”林郁嫺法國大革命、和平、烏托邦、賦 / Französische Revolution, Frieden, Utopie, Ode國立高雄科技大學應用外語學報 29, p,83-102十八世紀初德國,當時正處於「法國大革命」結束後期。而這場政治事件的效應,也連帶影響當時德國的文壇。因為這場所謂的「革命」不僅對法國,也對德國政治、社會、經濟,包括知識份子產生很大的刺激。德國當代文學家赫德琳 (Friedrich Hölderlin) 也利用法國大革命這背景,創作了一系列關於「戰爭及和平」議題的作品。由於對革命從期待轉為失望,赫德琳的創作風格也由早期批判戰爭的態度,於晚期漸漸轉為對烏托邦理想世界的一種寄望。 就在上述赫德琳文風轉變的時間點,一七九九年的夏天,他創作了ㄧ首賦「和平」。本篇文章在分析這首詩前,分別於前兩個部份分析了當時十八世紀時人們對於和平這個概念的定義,及當時法國大革命對德國文壇及赫德琳個人作品影響。進而觀察,這首賦如何反應「和平」的概念。 Obwohl zu Beginn des 18. Jahrhunderts die Französische Revolution bereits fast zu Ende war, beeinflusste sie diese Epoche der deutschen Literatur stark. Denn diese Revolution hatte nicht nur in Frankreich, sondern auch innerhalb der deutschen Politik, Gesellschaft und Wirtschaft, sowie unter den Intellektuellen große Veränderungen verursacht. Vor diesem Hintergrund verfasste einer der bekanntesten deutschen Lyriker dieser Zeit Friedrich Hölderlin eine Reihe von Werken über „Krieg und Friede
184 107/1 電機系 許駿飛 教授 期刊論文 發佈 Backstepping-based finite-time adaptive fuzzy control of unknown nonlinear systems , [107-1] :Backstepping-based finite-time adaptive fuzzy control of unknown nonlinear systems期刊論文Backstepping-based finite-time adaptive fuzzy control of unknown nonlinear systemsChia-Wen Chang; Chun-Fei Hsu; Tsu-Tian Lee,Adaptive control;Backstepping control;Finite-time stability;Ellipsoidal type-2 membership functionInternational Journal of Fuzzy Systems 20(8), p.2545-2555This paper proposes a backstepping-based finite-time adaptive fuzzy controller (BFAFC) for a nonlinear system in the present of unknown and uncertainty terms. A nonsingleton type-2 fuzzy system is presented to online approximate the unknown term in the nonlinear system, where the ellipsoidal type-2 membership functions are considered to deal with large amounts of uncertainties. Moreover, to further improve the control performance, the parameter adaptive laws are designed by the Lyapunov function and finite-time stability theorem in this paper such that not only the system stability but also the finite-time convergence can be g
185 107/1 化材系 鄭廖平 教授 期刊論文 發佈 Preparation of particulate PVDF membranes of different particle sizes for membrane distillation applications , [107-1] :Preparation of particulate PVDF membranes of different particle sizes for membrane distillation applications期刊論文Preparation of particulate PVDF membranes of different particle sizes for membrane distillation applicationsCheng-Dau Yang; Hsu-Hsien Chang; Liao-Ping Chengmembrane distillation;particulate;polyvinylidene fluoride (PVDF);porous membraneJournal of Polymer Engineering 39(3), p.254–263Microporous polyvinylidene fluoride (PVDF) membranes were prepared by immersion precipitation of dimethylformamide/PVDF solutions, dissolved at 50°C, 60°C, 70°C, and 80°C in a nonsolvent bath. The formed membranes (M50, M60, M70, and M80) exhibited symmetric structures consisting of spherical particles whose size increased from ~1 μm for M50 to ~3 μm for M80. The desalination capabilities of the membranes were assessed via the direct contact membrane distillation process. For the case of desalting 3.5% NaCl(aq), very high rejection ratios (>99.7%) were achieved for all tested membranes under the op
186 106/2 化材系 鄭廖平 教授 期刊論文 發佈 Preparation of dye-grafted-silica/poly(acrylate) color coatings with enhanced color stability at elevated temperatures , [106-2] :Preparation of dye-grafted-silica/poly(acrylate) color coatings with enhanced color stability at elevated temperatures期刊論文Preparation of dye-grafted-silica/poly(acrylate) color coatings with enhanced color stability at elevated temperaturesChao-Ching Chang; Feng-Hsi Huang; Liao-Ping ChengDyes;Thermal stability;Resins;Coloured callus;Nanocomposite coatings;Pencil hardness;Silica nanoparticlesPigment & Resin Technology 48(1), p.36-44Purpose The purpose of this paper is to investigate the effects of dipentaerythritol hexaacrylate (DPHA) and 3-(trimethoxysilyl)propyl methacrylate-modified silica nanoparticles (MSiO2) contents on the performances of the Disperse Red 1 (DR1)-grafted-silica/poly(acrylate) color hard coatings. Design/methodology/approach The organic dye DR1 was silylated by reaction with the coupling agent 3-isocyanatopropyltriethoxysilane in methyl ethyl ketone. The silylated-DR1 thus obtained was grafted on MSiO2 to form dye-grafted silica (GSiO2). This hybrid dye was t
187 106/2 化材系 鄭廖平 教授 期刊論文 發佈 Effect of inner non-solvent condition on morphology of PVDF hollow fiber membranes prepared by NIPS spinning process , [106-2] :Effect of inner non-solvent condition on morphology of PVDF hollow fiber membranes prepared by NIPS spinning process期刊論文Effect of inner non-solvent condition on morphology of PVDF hollow fiber membranes prepared by NIPS spinning processHsu-Hsien Chang; Sheng-Chang Chen; Liao-Ping ChengPVDF;Hollow Fiber;Membrane;Morphology;NIPSJournal of Applied Science and Engineering 21(1), p.89-98Hollow fiber membranes of PVDF were prepared by isothermal wet spinning process from the water/DMF/PVDF system at 25 C. The dope solution comprised 21 wt% PVDF in DMF, and pure water was employed both as the inner and outer coagulants. SEM imaging of the membrane indicated an unexpected interesting morphology: columnar macrovoids extended from the outer surface to the central region, while cellular pores constituted the inner half of the membrane. As water was a harsh nonsolvent, one tended to think that macrovoids shall form towards the inner surface of the hollow fiber. Absence of macrovoids in this
188 107/2 化材系 鄭廖平 教授 期刊論文 發佈 Formation of bi-continuous hydrophobic Nylon-12 membranes via cold solvent induced phase separation (CIPS) for membrane distillation application , [107-2] :Formation of bi-continuous hydrophobic Nylon-12 membranes via cold solvent induced phase separation (CIPS) for membrane distillation application期刊論文Formation of bi-continuous hydrophobic Nylon-12 membranes via cold solvent induced phase separation (CIPS) for membrane distillation applicationChih-Hao Tsai; Konstantinos Beltsios; Liao-Ping Chengmembranes;morphology;polyamides;porous materials;separation techniquesJournal of Applied Polymer Science 136(5), p.47036Skinless nylon 12 microporous membranes were prepared via a cold‐solvent‐induced phase‐separation process from a binary nylon 12–formic acid system. Through the incorporation of an aging step, polymer nucleation in the dope was enhanced, and the formed membranes exhibited a special particulate structure composed of interlocked sticklike or sheaflike crystallites, which coexisted with continuous microporosity. The crystallite size was affected by the polymer concentration in the dope and the aging time; for example, aging alone al
189 107/1 化材系 張朝欽 副教授 期刊論文 發佈 Preparation of dye-grafted-silica/poly(acrylate) color coatings with enhanced color stability at elevated temperatures , [107-1] :Preparation of dye-grafted-silica/poly(acrylate) color coatings with enhanced color stability at elevated temperatures期刊論文Preparation of dye-grafted-silica/poly(acrylate) color coatings with enhanced color stability at elevated temperaturesChao-Ching Chang; Feng-Hsi Huang; Liao-Ping ChengDyes;Thermal stability;Resins;Coloured callus;Nanocomposite coatings;Pencil hardness;Silica nanoparticlesPigment & Resin Technology 48 (1), p.36-44Purpose The purpose of this paper is to investigate the effects of dipentaerythritol hexaacrylate (DPHA) and 3-(trimethoxysilyl)propyl methacrylate-modified silica nanoparticles (MSiO2) contents on the performances of the Disperse Red 1 (DR1)-grafted-silica/poly(acrylate) color hard coatings. Design/methodology/approach The organic dye DR1 was silylated by reaction with the coupling agent 3-isocyanatopropyltriethoxysilane in methyl ethyl ketone. The silylated-DR1 thus obtained was grafted on MSiO2 to form dye-grafted silica (GSiO2). This hybrid dye was
190 107/2 數學系 謝忠村 教授 期刊論文 發佈 The inverse interior transmission eigenvalue problem with mixed spectral data. , [107-2] :The inverse interior transmission eigenvalue problem with mixed spectral data.期刊論文The inverse interior transmission eigenvalue problem with mixed spectral data.Yu Ping Wang; Chung TsunShiehInverse spectral problem;Transmission eigenvalue problem;Refractive index;Mixed spectral dataApplied Mathematics and Computation 343, p.285-298The inverse spectral problem for the interior transmission eigenvalue problem with the unit time is studied by given spectral data. The authors show that the refractive index on the whole interval can be uniquely determined by parts of its transmission eigenvalues together with the partial information on the refractive index. In particular, we pose and solve a new type of inverse spectral problems involving the interior transmission eigen- value problem with complex transmission eigenvalues except for at most finite real eigen- values.en0096-3003國外SCI;Y. P. Wang是BES
191 107/1 化材系 鄭東文 教授 期刊論文 發佈 Structural design of a rotating disk dynamic microfilter in improving filtration performance for fine particle removal. , [107-1] :Structural design of a rotating disk dynamic microfilter in improving filtration performance for fine particle removal.期刊論文Structural design of a rotating disk dynamic microfilter in improving filtration performance for fine particle removal.Su-En Wu; Kuo-Jen Hwang; Tung-Wen Cheng; Kuo-Lun Tung; Eiji Iritani; Nobuyuki KatagiriRotating disk filter;Dynamic microfiltration;Shear-enhanced filtrationCake properties;Seawater pretreatment;Computational fluid dynamicsJournal of the Taiwan Institute of Chemical Engineers 94, p.43-52.This study investigated the selection of optimal operating conditions and the design of efficient rotating disk structures for removing particles from seawater. The distributions of fluid velocity and shear stress on the membrane surface under various operating conditions were simulated using computational fluid dynamics. Type 1 rotating disk had two vans, Type 2 rotating disk had four vanes shaped identically to those of the Type 1 rotating disk, and Type 3 rotatin
192 107/2 電機系 衛信文 副教授 期刊論文 發佈 Co-Optimizing Storage Space Utilization and Performance for Key-Value Solid State Drives , [107-2] :Co-Optimizing Storage Space Utilization and Performance for Key-Value Solid State Drives期刊論文Co-Optimizing Storage Space Utilization and Performance for Key-Value Solid State DrivesYen-Ting Chen; Ming-Chang Yang; Yuan-Hao Chang; Tseng-Yi Chen; Hsin-Wen Wei; Wei-Kuan ShihIEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 38(1), p.29-42Growing demand for key-value store applications is building a strong momentum for the commercialization of key-value hard disk drives. To achieve better performance, flash-based solid state drive is the next ideal candidate for commercialization in the foreseeable future. However, the existing fixed-sized management strategies of flash-based devices would potentially result in low storage space utilization when managing variable-sized key-value data. In addition, the low storage space utilization would further lead to the degradation of device performance, due to low invalid data space reclamation efficiency. The space utilization
193 106/2 電機系 衛信文 副教授 期刊論文 發佈 An Erase Efficiency Boosting Strategy for 3D Charge Trap NAND Flash , [106-2] :An Erase Efficiency Boosting Strategy for 3D Charge Trap NAND Flash期刊論文An Erase Efficiency Boosting Strategy for 3D Charge Trap NAND FlashShuo-Han Chen; Yuan-Hao Chang; Yu-Pei Liang; Hsin-Wen Wei; Wei-Kuan ShihMulti-block erase;3D charge trap;garbage collection;3D NAND flash;flash storageIEEE Transactions on Computers 67(9), p.1246 - 1258Owing to the fast-growing demands of larger and faster NAND flash devices, new manufacturing techniques have accelerated the down-scaling process of NAND flash memory. Among these new techniques, 3D charge trap flash is considered to be one of the most promising candidates for the next-generation NAND flash devices. However, the long erase latency of 3D charge trap flash becomes a critical issue. This issue is exacerbated because the distinct transient voltage shift phenomenon is worsened when the number of program/erase cycle increases. In contrast to existing works that aim to tackle the erase latency issue by reducing the number of block erases, we
194 107/1 電機系 蔡奇謚 教授 期刊論文 發佈 ROS-Based Human Detection and Tracking from a Wireless Controlled Mobile Robot Using Kinect , [107-1] :ROS-Based Human Detection and Tracking from a Wireless Controlled Mobile Robot Using Kinect期刊論文ROS-Based Human Detection and Tracking from a Wireless Controlled Mobile Robot Using KinectSidagam Sankar; Chi-Yi Tsairobot operating system (ROS);human detection;human tracking;wheeled mobile platform;RGB-D cameraApplied System Innovation 2(1), p.1-12Human detection and tracking is an important task in artificial intelligent robotic systems, which usually require a robust target detector to work in a variety of circumstances. In complex environments where a camera is installed on a wheeled mobile robot, this task becomes much more difficult. In this paper, we present a real-time remote-control system for human detection, tracking, security, and verification in such challenging environments. Such a system is useful for security monitoring, data collection, and experimental purpose. In the proposed system, a Kinect RGB-D camera from Microsoft is used as a visual sensing device for the design o
195 107/1 電機系 蔡奇謚 教授 期刊論文 發佈 Image Segmentation of Activated Sludge Phase Contrast Images Using Phase Stretch Transform , [107-1] :Image Segmentation of Activated Sludge Phase Contrast Images Using Phase Stretch Transform期刊論文Image Segmentation of Activated Sludge Phase Contrast Images Using Phase Stretch TransformRaymond Bing Quan Ang; Humaira Nisar; Muhammad Burhan Khan; Chi-Yi Tsaiphase contrast image;image segmentation;phase stretch transform;wastewater treatment;activated sludge;filamentous bacteriaMicroscopy, dfy134, p.1-15Activated sludge (AS) is a biological treatment process that is employed in wastewater treatment plants. Filamentous bacteria in AS plays an important role in the settling ability of the sludge. Proper settling of the sludge is essential for normal functionality of the wastewater plants, where filamentous bulking is always a persistent problem preventing sludge from settling. The performance of AS plants is conventionally monitored by physico-chemical procedures. An alternative way of monitoring the AS in wastewater treatment process is to use image processing and analysis. Good performanc
196 107/1 電機系 蔡奇謚 教授 期刊論文 發佈 Visual Object Recognition and Pose Estimation Based on a Deep Semantic Segmentation Network , [107-1] :Visual Object Recognition and Pose Estimation Based on a Deep Semantic Segmentation Network期刊論文Visual Object Recognition and Pose Estimation Based on a Deep Semantic Segmentation NetworkChien-Ming Lin; Chi-Yi Tsai; Yu-Cheng Lai; Shin-An Li; Ching-Chang WongPose estimation , Three-dimensional displays , Robots , Visual perception , Image segmentation , Object recognition , SemanticsIEEE Sensors Journal 18(22), p.9370-9381In recent years, deep learning-based object recognition algorithms become emerging in robotic vision applications. This paper addresses the design of a novel deep learning-based visual object recognition and pose estimation system for a robot manipulator to handle random object picking tasks. The proposed visual control system consists of a visual perception module, an object pose estimation module, a data argumentation module, and a robot manipulator controller. The visual perception module combines deep convolution neural networks (CNNs) and a fully connected conditio
197 107/1 日文系 馬耀輝 副教授 期刊論文 發佈 林子平「父兄訓」之研究(二)—以「教子之道」為中心 , [107-1] :林子平「父兄訓」之研究(二)—以「教子之道」為中心期刊論文林子平「父兄訓」之研究(二)—以「教子之道」為中心A Research of Hayashi Shihei's "Fukeikunn" (2): Focusing on "How to Educate Children"馬耀輝林子平;父兄訓;教子之道日本論叢 38, p.97-120本文針對仙台藩武士林子平〈1738-1793〉於1786 年所著『父兄訓』中的「教子之道」做探討。他重視兒童時期的家庭教育,從禮節、生活習慣、意志的訓練到文藝、武藝的學習,「父兄」必須付出教導的努力。他希望透過此訓喚起社會對於家庭教育的重視與實踐,產生造就人才、移風易俗的教育與社會效益。他的「教子之道」可以說是循序漸進、有階段性的內容、綜合而成一個有體系的教育方法論。zh_TW國內是TWN
198 107/1 物理系 劉國欽 教授 期刊論文 發佈 KAGRA: 2.5 Generation Interferometric Gravitational Wave Detector , [107-1] :KAGRA: 2.5 Generation Interferometric Gravitational Wave Detector期刊論文KAGRA: 2.5 Generation Interferometric Gravitational Wave DetectorKAGRA Collaboration (include Guo Chin Liu)Astronomical instrumentation;General relativity and gravityNature Astronomyvolume 3, p.35–40The recent detections of gravitational waves (GWs) reported by the LIGO and Virgo collaborations have made a significant impact on physics and astronomy. A global network of GW detectors will play a key role in uncovering the unknown nature of the sources in coordinated observations with astronomical telescopes and detectors. Here we introduce KAGRA, a new GW detector with two 3 km baseline arms arranged in an ‘L’ shape. KAGRA’s design is similar to the second generations of Advanced LIGO and Advanced Virgo, but it will be operating at cryogenic temperatures with sapphire mirrors. This low-temperature feature is advantageous for improving the sensitivity around 100 Hz and is considered to be an important feature for the th
199 107/1 日文系 落合由治 教授 期刊論文 發佈 、態に関する文法カテゴリーの考察─能動態と受動態を超える領域を目指して─ , [107-1] :、態に関する文法カテゴリーの考察─能動態と受動態を超える領域を目指して─期刊論文、態に関する文法カテゴリーの考察─能動態と受動態を超える領域を目指して─落合由治日本論叢38, p.1-26jp國內否TWN
200 107/1 日文系 落合由治 教授 期刊論文 發佈 台湾における日本語とその表現文化の機能─海外文化に対するグローカル化の成功事例として─ , [107-1] :台湾における日本語とその表現文化の機能─海外文化に対するグローカル化の成功事例として─期刊論文台湾における日本語とその表現文化の機能─海外文化に対するグローカル化の成功事例として─落合由治比較文化研究134, p.10-25jp國外否JPN
201 107/1 化材系 張 煖 教授 期刊論文 發佈 Multi-objective optimization of mixed membrane reactors for autothermal reforming of methane , [107-1] :Multi-objective optimization of mixed membrane reactors for autothermal reforming of methane期刊論文Multi-objective optimization of mixed membrane reactors for autothermal reforming of methaneHsuan Chang; Yih-Hung Chen; Yun-Tsz Chen; Chii-Dong HoMethane Reforming;Membrane Reactor;Mixed Membrane Reactor;Multi-objective Optimization淡江理工學刊 21(3), p.485-495Autothermal reforming (ATR) of methane, which supplies the heat for endothermic steam reforming by internal combustion of methane, is an important process for synthetic gas production. The axial-distributed feeding of oxygen via a packed bed inert membrane reactor (MR) can reduce the peak temperature and improve the reactor performance. A modified MR, called mixed membrane reactor (MMR), combines permeable membrane tube wall and non-permeable tube wall provides extra degrees of freedom for reactor design and operation. For MR and MMR, this study presents the ternary-objective optimization analysis for maximizing hydrogen production rate, non
202 106/2 化材系 張 煖 教授 期刊論文 發佈 Device performance improvement of recycling double-pass cross-corrugated solar air collectors , [106-2] :Device performance improvement of recycling double-pass cross-corrugated solar air collectors期刊論文Device performance improvement of recycling double-pass cross-corrugated solar air collectorsChii-Dong Ho; Hsuan Chang; Ching-Fang Hsiao; Chien-Chang Huangheat-transfer efficiency;double-pass;solar air heater;recycle;cross-corrugated flow channelEnergies 2018 11(2), p.338The device performance of cross-corrugated double-pass solar air heaters under external recycle conditions was investigated experimentally and theoretically, and solved numerically using the Newton method. Comparisons were made and represented graphically among three different configurations of the single-pass, flat-plate double-pass and cross-corrugated double-pass devices. Air flowing simultaneously over the wavelike corrugated absorbing plate and in-between both wavelike cross-corrugated absorbing and transverse bottom plates was conducted under double-pass operations. A considerable heat-transfer efficiency enhancement
203 107/2 期刊論文 發佈 Filling in the gaps: Remembering the 1965 killings in Indonesia , [107-2] :Filling in the gaps: Remembering the 1965 killings in Indonesia期刊論文Filling in the gaps: Remembering the 1965 killings in Indonesia梁家恩1965 killings; history; human rights; Indonesia; internet; new media; memory generationsKritika Kultura 33, p.1-32After more than fifty years, Indonesia remains muted in its acknowledgement of the killings and disappearances of nearly one million suspected leftists in the anti-Communist pogroms of 1965. While the downfall of Indonesian strongman Suharto had opened up a larger space for democracy, the Indonesian state remains reticent in facing accusations of mass human rights violations that have taken place during his rule. Although many former dissidents and political detainees have come forward with their stories in an effort to “straighten history,” they continue to face harassment from right wing groups as well as the state’s intelligence apparatus. Nevertheless, with the advent of the Internet, human rights activists as well as historical “r
204 107/2 企管系 吳坤山 教授 期刊論文 發佈 Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company , [107-2] :Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company期刊論文Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C CompanyChieh-Wen Chang, Kun-Shan Wu, Bao-Guang Chang and Kuo-Ren LouSustainabilityen2071-1050國外SCI;SSCI;1CHE
205 107/2 企管系 吳坤山 教授 期刊論文 發佈 Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company , [107-2] :Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company期刊論文Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C CompanyChieh-Wen Chang, Kun-Shan Wu, Bao-Guang Chang and Kuo-Ren LouSustainabilityen國外SCI;SSCI;1CHE
206 107/2 企管系 吳坤山 教授 期刊論文 發佈 Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company , [107-2] :Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company期刊論文Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C CompanyChieh-Wen Chang, Kun-Shan Wu, Bao-Guang Chang and Kuo-Ren LouSustainabilityen國外SCI;SSCI;1CHE
207 107/2 企管系 吳坤山 教授 期刊論文 發佈 Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company , [107-2] :Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company期刊論文Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C CompanyChieh-Wen Chang, Kun-Shan Wu, Bao-Guang Chang and Kuo-Ren LouIn pressen國外SCI;SSCI;1CHE
208 107/2 企管系 吳坤山 教授 期刊論文 發佈 Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company , [107-2] :Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C Company期刊論文Measuring Technical Efficiency and Returns to Scale in Taiwan’s Baking Industry—A Case Study of the 85 C CompanyChieh-Wen Chang, Kun-Shan Wu, Bao-Guang Chang and Kuo-Ren LouIn pressen國外SCI;SSCI;1CHE
209 107/2 水環系 張麗秋 教授 期刊論文 發佈 Explore a deep learning multi-output neural network for regional multi-step-ahead air quality forecasts , [107-2] :Explore a deep learning multi-output neural network for regional multi-step-ahead air quality forecasts期刊論文Explore a deep learning multi-output neural network for regional multi-step-ahead air quality forecastsYanlai Zhou, Fi-John Chang, Li-Chiu Chang, I-Feng Kao, Yi-Shin WangMulti-output LSTM;Deep learning;Artificial intelligence (AI);Multi-step-ahead forecast;Air quality;Taipei cityJournal of Cleaner Production 209, p.134-145Timely regional air quality forecasting in a city is crucial and beneficial for supporting environmental management decisions as well as averting serious accidents caused by air pollution. Artificial Intelligence-based models have been widely used in air quality forecasting. The Shallow Multi-output Long Short-Term Memory (SM-LSTM) model is suitable for regional multi-step-ahead air quality forecasting, while it commonly encounters spatio-temporal instabilities and time-lag effects. To overcome these bottlenecks and overfitting issues, this study proposed a Deep
210 107/2 水環系 張麗秋 教授 期刊論文 發佈 Multi-output support vector machine for regional multi-step-ahead PM2. 5 forecasting , [107-2] :Multi-output support vector machine for regional multi-step-ahead PM2. 5 forecasting期刊論文Multi-output support vector machine for regional multi-step-ahead PM2. 5 forecastingYanlai Zhou; Fi-John Chang; Li-Chiu Chang; I-Feng Kao; Yi-Shin Wang; Che-Chia KangMulti-output SVM;Multi-task learning algorithm;Multi-step-ahead forecast;PM2.5 concentrations;Taipei CityScience of the Total Environment 651(1), p.230-240Air quality deteriorates fast under urbanization in recent decades. Reliable and precise regional multi-step-ahead PM2.5 forecasts are crucial and beneficial for mitigating health risks. This work explores a novel framework (MM-SVM) that combines the Multi-output Support Vector Machine (M-SVM) and the Multi-Task Learning (MTL) algorithm for effectively increasing the accuracy of regional multi-step-ahead forecasts through tackling error accumulation and propagation that is commonly encountered in regional forecasting. The Single-output SVM (S-SVM) is implemented as a benchmark. Taipei
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