advances in machine learning applications in software engineering

advances in machine learning applications in software engineering

advances in machine learning applications in software engineering
... model-free algorithm is Q -learning. In Q -learning, actions with maximum Q value are preferred. Machine Learning Applications in Software Engineering In software engineering, there are three categories ... following is a TEAM LinG xipartial list of software engineering areas where machine learning applications have found their way into: • Predicting or estimating measurements for either internal ... engineering data in terms of machine learning methods. The second section includes three chapters (Chapters IV-VI) that present applications of several machine learn-ing approaches in helping...
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Báo cáo khoa học: "Using Emoticons to reduce Dependency in Machine Learning Techniques for Sentiment Classification" pot

Báo cáo khoa học:
... classificationtraining data. 2,000 articles containing smiles and2,000 articles containing frowns were held-out asoptimising test data. We took increasing amountsof articles from the remaining dataset ... 22,000 in increments of 1,000, an equal numberbeing taken from the positive and negative sets) asoptimising training data. For each set of trainingdata we extracted a context of an increasing ... Dependencies in Sentiment Classification2.1 Experimental Setup In this section, we describe experiments we havecarried out to determine the in uence of domain,topic and time on machine learning based...
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kernel methods in machine learning

kernel methods in machine learning
... particu-larly in machine learning. Since these methods have a stronger mathematicalslant than earlier machine learning methods (e.g., neural networks), thereis also significant interest in the statistics ... domain X otherthan it being a set. In order to study the problem of learning, we needadditional structure. In learning, we want to be able to generalize to unseendata points. In the case of binary ... studied in depth since they arise as covariance kernels of stochastic processes; see,for example, Lo`eve [93]. This connection is heavily being used in a subsetof the machine learning community interested...
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kernel methods in machine learning-1

kernel methods in machine learning-1
... particu-larly in machine learning. Since these methods have a stronger mathematicalslant than earlier machine learning methods (e.g., neural networks), thereis also significant interest in the statistics ... domain X otherthan it being a set. In order to study the problem of learning, we needadditional structure. In learning, we want to be able to generalize to unseendata points. In the case of binary ... studied in depth since they arise as covariance kernels of stochastic processes; see,for example, Lo`eve [93]. This connection is heavily being used in a subsetof the machine learning community interested...
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Excel Add-in Development in C/C++: Applications in Finance potx

Excel Add-in Development in C/C++: Applications in Finance potx
... 955.2.1 Loading and unloading installed add-ins 955.2.2 Active and inactive add-ins 965.2.3 Deleted add-ins and loading of inactivate add-ins 965.3 Creating an XLL: ThexlAuto interface functions ... add-ins in C/C++ 824.9 Creating a DLL using Visual C++ 6.0 834.9.1 Creating the empty DLL project 834.9.2 Adding code to the project 844.9.3 Compiling and debugging the DLL 864.10 Creating ... un-initialising COM 2979.5.2 Getting Excel to recalculate worksheets using COM 2999.5.3 Calling user-defined commands using COM 3009.5.4 Calling user-defined functions using COM 3029.5.5 Calling...
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DATA HANDLING IN SCIENCE AND TECHNOLOGY -VOLUME 4 Advanced scientific computing in BASIC with applications in chemistry, biology and pharmacology potx

DATA HANDLING IN SCIENCE AND TECHNOLOGY -VOLUME 4 Advanced scientific computing in BASIC with applications in chemistry, biology and pharmacology potx
... and interpolated valws Local cubic interpolation 5-pint cubic smoothing by Savitzky and Golay Determination of interpolating cubic spline Function value, derivatives and definite integral ... of classical XI techniques for interpolating, smoothing, differentiating and integrating such data sequences. The same problems are also sold using spline functions and discrete Fourier ... Vector coordinates in a new basis Inversion of a matrix by Gauss-Jordan elimination Linear programing by two phase simplex method Determinant by LU decomposition Solution of linear equations...
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Applying TRIZ in IT OUTSOURCING & SOFTWARE ENGINEERING

Applying TRIZ in IT OUTSOURCING & SOFTWARE ENGINEERING
... – 06520327Applying TRIZ in IT Outsourcing & Software Engineering Trang 6MỤC LỤCTrường ĐH CNTT – CNPM01 – 06520327Applying TRIZ in IT Outsourcing & Software Engineering Trang 7I. MỘT ... 06520327Applying TRIZ in IT Outsourcing & Software Engineering Trang 4NHẬN XÉT CỦA GIẢNG VIÊN HƯỚNG DẪN Trường ĐH CNTT – CNPM01 – 06520327Applying TRIZ in IT Outsourcing ... 06520327Applying TRIZ in IT Outsourcing & Software Engineering Trang 2Thực hiện :Lê Hồng Hải Nhân 06520327Niên khóa : 2006 - 2010Trường ĐH CNTT – CNPM01 – 06520327Applying TRIZ in IT Outsourcing...
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Hydraulic modeling of open channel flows over an arbitrary 3-d surface and its applications in amenity hydraulic engineering

Hydraulic modeling of open channel flows over an arbitrary 3-d surface and its applications in amenity hydraulic engineering
... the advantage of reduction in computational cost while maintaining the accuracy when applied to flow in a channel with linear or almost linear bottom/bed. But indeed, in many cases, water flows ... examine the effect of sidewall friction in analyzing a backwater profile in a straight rectangular channel. 2.2 Depth-averaged Model in Generalized Curvilinear Coordinate System In solving ... the advantage of reduction in computational cost while maintaining the accuracy when applied to flow in a channel with linear or almost linear bottom/bed. But indeed, in many cases, water flows...
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English morpheme system and some applications of learning morpheme in establishing words

English morpheme system and some applications of learning morpheme in establishing words
... mạnh mẽ: strong → powerful• rực → rực rỡ: flaring → blazingThe reduplication decreasing intensity:• nhẹ → nhè nhẹ: soft → mild (less)• xinh → xinh xinh: pretty → cute• đỏ → đo đỏ: red → reddish• ... important of using correct English we should do. In the limited time and scope, we have introduced some features of English morpheme system as well as its importance in learning English in general ... supermarket• Second, some morphemes in the 2 language can increase or decrease the intensity of verbs, adjectives…E.g.:The reduplication increasing intensity:• đau → đau điếng: hurt → agony•...
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Tài liệu Final report "The Situation of Learning English for Electrical Engineering of D06k52 Students in Faculty of Foreign Language, Ha Noi University of Technology" docx

Tài liệu Final report
... report was to investigate theadvantages and disadvantages of learning EEE as well as the main reason why they did notget good mark in the final test. Techniques of gathering data including different ... when learning EEE as well as the main reason why they got badmarks in final test in order to help students and teachers have solutions to improve thequality of learning ESP , especially EEE in ... The mainreason is that the terms in ESP subjects are very different from the words in the generalEnglish. In his opinion, learning general English well is only the foundation for learning ESP...
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