... using technique in machine learning, data mining from the training dataset to generate prediction [1] Model-based method groups different user in training dataset into some small class by using ... find the set of neighborhood 𝑁 ⊆ 𝑈 of 𝑢’s neighbors Then, the system combines the user’s rating in 𝑁 to calculate the interest of user 𝑢 to item 𝑖 The weight of user in 𝑁 is the similarity of ... that built a model of user rating by computing the expected value of user’s prediction This algorithm uses the data-mining, machine learning to find pattern based on training dataset The Figure...
Ngày tải lên: 25/03/2017, 21:31
THE ROLE OF SOCIAL TIES IN SOCIAL RECOMMENDATION SYSTEMS
... generate ratings and using technique in machine learning, data mining from the training dataset to generate prediction [1] Model-based method groups different user in training dataset into some ... find the set of neighborhood 𝑁 ⊆ 𝑈 of 𝑢’s neighbors Then, the system combines the user’s rating in 𝑁 to calculate the interest of user 𝑢 to item 𝑖 The weight of user in 𝑁 is the similarity of ... that built a model of user rating by computing the expected value of user’s prediction This algorithm uses the data-mining, machine learning to find pattern based on training dataset The Figure...
Ngày tải lên: 17/04/2017, 22:59
... settings for PRVs so as to regulate pressure of DMAs The idea of this method lies in the fact, in each iteration, the nonlinear and non-convex equality constraints are linearized to obtain a linear ... minimize excessive pressure in a WDS This engineering issue can be developed a new model of PRV in the NLP for optimal pressure management based on the fact that when a PRV is placed in one link, ... loss in leakages in water distribution systems (WDSs) can be reduced by regulation of the average excessive pressure through optimizing operations of Pressure Reducing Valves (PRVs) placed in...
Ngày tải lên: 13/01/2020, 07:16
Efficient optimization of pressure regulation in water distribution systems using a new-relaxed pressure reducing valve model
... settings for PRVs so as to regulate pressure of DMAs The idea of this method lies in the fact, in each iteration, the nonlinear and non-convex equality constraints are linearized to obtain a linear ... minimize excessive pressure in a WDS This engineering issue can be developed a new model of PRV in the NLP for optimal pressure management based on the fact that when a PRV is placed in one link, ... loss in leakages in water distribution systems (WDSs) can be reduced by regulation of the average excessive pressure through optimizing operations of Pressure Reducing Valves (PRVs) placed in...
Ngày tải lên: 03/03/2020, 20:56
Sensitivity analysis of the impact of part assignment in cellular manufacturing systems
... assessing solutions based on a binary part-machine matrix without using the ordinal data Keeling et al (2007) pointed out that the quality of machine and part groupings could be evaluated using ... 1(efficiency of block-diagonal form)(q=0.5) Figure # machines in cell st 1 # machines cell nd in 2 machines # cell rd in 3 # parts in cell st 1 # parts in cell nd 2 # parts rd in 3 cell Grouping ... proposed such as minimizing the number of inter-cell movements, the number or cost of machines duplicated, the number of exceptional parts, machine utilization imbalance, or maximizing summed similarities...
Ngày tải lên: 26/05/2020, 22:23
Assessing the economic and environmental benefits of horizontal cooperation in delivery: Performance and scenario analysis
... economic and environmental benefits of implementing Joint Route Planning and Vendor Managed Inventory employing vehicle routing and an inventory routing models The works of Muñoz-villamizar et al ... characteristics Origin-destination matrixes are regenerated according to the specifications of instances I1 explained in (Crainic et al., 2011) (see Fig 1 ) For interested readers, the original instances ... the outcome of joining facility location and vehicle routing issues in the design of sustainable collaborative distribution network in urban area, we focus, in this paper, on the case of numerous...
Ngày tải lên: 26/05/2020, 23:08
Solar water pump: An analysis of farmers utilization in Coimbatore district, India
... in which 1545 solar water pumps were installed in India According to Mercom India report, the major factors influenced the land under solar powered irrigation was capacity of the pump, type of ... irrigation, yield and return per acre of land was also higher (Hossain, 2019) Certain studies investigated the risks afflicting the flow of finance for solar pumps Risk of information asymmetry, technology-specific ... a way for sustainability solar water pumps serves the potential resources for mitigating the water crisis The growth of utilization is expected to increase in the coming years In this context...
Ngày tải lên: 21/09/2020, 11:59
SOME SOLUTIONS TO ENHANCE THE PERFORMANCE OF CAPITAL UTILIZATION IN PETROVIETNAM FINANCE CORPORATION (PVFC)
... earning assets Interest incomes Interest incomes = interest incomes from credit activity + interest incomes from deposits + interest incomes from investment securities Trang 3018 Interest income ... concepts and definitions, in the opinion of the author: "The effective use of capital in credit institutions in general and finance companies in particular are assessed in terms of financial performance ... by balancing the tradeoff between risks and profits Measurements of profits Profit is a final measure of the income statement which receives particular interest Profit is a measure of the ability...
Ngày tải lên: 22/09/2020, 21:35
Some solutions to enhance the performance of capital utilization in petrovietnam finance corporation pvfc
... the efficiency of capital use in financial intermediaries in general and finance companies in particular Net interest margin (NIM) Net Interest Margin (%) = (Interest incomes – Interest expenses)/ ... expenses)/ Average Earning Assets Interest incomes Interest incomes = interest incomes from credit activity + interest incomes from deposits + interest incomes from investment securities Interest expenses ... development and utilization of financial resources plays an important role in developing Vietnam economy The establishment of financial intermediaries including finance companies in recent decades...
Ngày tải lên: 17/03/2021, 17:37
The recognition and treatment of title retention in the legal systems of the united kingdom, vietnam and related jurisdictions a compartive study
... scholars in Vietnam Introducing title retention as a security interest is essential for aligning Vietnamese law with the demands of international trade, as Vietnamese companies increasingly engage in ... of title in English law is likely to develop into three stages in which the The Romalpa case marked a significant turning point in the use of title retention clauses in sales contracts, leading ... argument of Professor Gullifer for the correct analysis of Caterpillar in Gullifer L, see n 82 following or distinguishing the Romalpa decision and, combined with Romalpa, contributing to the law of...
Ngày tải lên: 11/07/2021, 16:56
Quantifying the benefits of Green Infrastructure in Melbourne
... period, indicating the green roof had good insulative properties Passive cooling produced a 100% reduction in incoming heat during summer and a reduction of 30–37% of outgoing thermal energy in winter ... achieved in 69 of 184 rainfall events Modelling for Lisbon showed that by installing green roofs on 75% of the available flat roof area 166,500 – 224,000 m3 of water could be retained, relieving the ... runoff reductions tend to be lowest in winter and highest in summer (Bengtsson et al 2005, Mentens et al 2006) Forexample, in 32 mm sedum roofs in New York, 28% of rainfall was retained in winter,...
Ngày tải lên: 18/10/2022, 13:01
Empirical Evidence of the Benefits of Workspace Awareness in Software Configuration Management
... in time and additional information is provided regarding indirect conflicts We examine this influence in terms of the number of coordination actions that participants undertake and in terms of ... they would require inordinate numbers of participants to compensate for the dominating effect of individual differences [18, 32] In our case, the ideal experiment of comparing participants with ... an online background survey documenting their experience in programming (including industry experience), using SCM tools, and using the Eclipse development environment, as well as providing additional...
Ngày tải lên: 18/10/2022, 22:20
The Benefits of Art Integration in Schools
... Benefits of Art Integration in Schools Amy Le California State University, Monterey Bay Trang 3The Benefits of Art Integration in Schools Introduction The presence of art instruction in the elementary ... positive benefits associated with integrating art in the classroom, including higher academic achievement and promotion of creativity and innovation, the significance of providing art integration ... several effects on learning including an increased awareness in the individual learning process, stimulation of active learning, and increased motivation and engagement in lessons and activities...
Ngày tải lên: 30/10/2022, 16:29
The effects of waterlogging at germination stage on growth and yield of soybean genotypes in winter cropping season 2020
... Even the amount of protein in 100 grams of soybeans can be equivalent to the amount of protein in 800 grams of beef In countries such as Japan, China, 60% of the daily protein intake comes from ... features of soybean crops and hence reduces grain yield severely Soybeans often planted in winter cropping system are affected by rainfall than those conventional planted in spring-summer season in ... excessive amount of rainfall has its impact in the form of flooding, which has severe impact on the growth of crop plants, including Trang 13soybean crops cultivated in rain-fed regions Flooding stress...
Ngày tải lên: 06/07/2023, 22:10
Benefits of reading materials in english on improving writing skill for huflits department of foreign languages seniors majoring in business english graduation paper, major business english
... reading first, followed by listening, speaking, and finally writing as the most difficult.“In my opinion, it is speaking They would be in the order of listening, reading, writing, and speaking.” ... think it is listening Reading is the easiest, then writing, speaking, and listening.” “I find writing most difficult I am going to say reading first, listening, speaking, and writing.” “I think ... definition of writing skill and its importanceThe Common Core Writing Handbook (2012) emphasizes that writing serves multiple purposes, including informing, explaining, narrating, and persuading...
Ngày tải lên: 01/09/2023, 22:21
COMPOST UTILIZATION in HORTICULTURAL CROPPING SYSTEMS - SECTION 3 potx
... 1993 Factors involved in inactivation of plant pathogens during composting of crop residues, p 301–318 In: H A J Hoitink and H M Keener (eds.) Science and Engineering of Composting: Design, Environmental, ... Forms of Organic Matter in Composts In uence Nitrogen Mineralization of Composts Carbon to nitrogen ratio is regarded as the single most informative measurement of N mineralization capability of composts ... and Robin A K Szmidt CONTENTS I II Introduction Factors Affecting Mineralization of Nitrogen in Composts A Moisture B Temperature C Salinity D pH E Forms of Organic Matter in Composts In uence...
Ngày tải lên: 11/08/2014, 06:22
COMPOST UTILIZATION in HORTICULTURAL CROPPING SYSTEMS - SECTION 1 docx
... II Utilization of Compost in Horticultural Cropping Systems Chapter Compost Effects on Crop Growth and Yield in Commercial Vegetable Cropping Systems Nancy E Roe Chapter Compost Utilization in ... Goldstein CONTENTS I II III Introduction Composting Industry Overview Biosolids Composting A Biosolids Composting Drivers IV Yard Trimmings Composting A Yard Trimmings Composting Drivers V MSW Composting ... composting projects in the U.S IV YARD TRIMMINGS COMPOSTING BioCycle began tracking the number of yard trimmings composting sites in the U.S in 1989, as part of its annual “State of Garbage in...
Ngày tải lên: 11/08/2014, 06:22
COMPOST UTILIZATION in HORTICULTURAL CROPPING SYSTEMS - SECTION 2 pdf
... plants grown in SYT compost increased as the percentage of compost in the medium increased, while mass of plants grown in MSW compost decreased as percentage of compost in the medium increased There ... general increase in number of flowers per pot and a decrease in time required for flowering as the concentration of MSW compost in the growing medium was increased up to and including 100% compost ... worldwide compost quantities are increasing, compost quality is improving, and more commercial vegetable growers are evaluating compost or integrating it into their production systems II COMPOST...
Ngày tải lên: 11/08/2014, 06:22
COMPOST UTILIZATION in HORTICULTURAL CROPPING SYSTEMS - SECTION 4 docx
... Cd present in composts, crop Zn inhibits intestinal absorption of the small increase in crop Cd that is possible at very acidic soil pH, preventing risk regardless of the fraction of diet grown ... properly, is very effective in the destruction of pathogens Composting is a method of disinfection and not sterilization The main means of pathogen destruction in composting are: • High temperatures ... destruction during composting are derived from the use of biosolids and MSW The author found no reports involving the use of other feedstocks B Ammonia Disinfection During composting, ammonia (NH3)...
Ngày tải lên: 11/08/2014, 06:22
Environmental, economic and social benefits of 3R approach in VN
... waste management, resource utilization of the 3R for agricultural waste2 1 Highlighting the multiple benefits of the 3Rs: promoting awareness-raising and mainstreaming (2009-2010) Improved governance ... land filling and incineration will be cut down to 40% of the total volume of collected waste while 60% will be reused and recycled; CH4 generation from uncontrolled dumping activities will inevitably ... for 3R implementation in agricultural waste in Vietnam (2010-2011) Implications of sustainable resource circulation (2011-2012) INEST has started a research on co -benefits of climate benefit, energy...
Ngày tải lên: 28/04/2013, 12:31