Machine learning based classification system for overlapping data and irregular repetititve signals

A NEW CLASSIFICATION SYSTEM FOR URBAN STORMWATER POLLUTANT LOADING: A CASE STUDY IN THE SANTA MONICA BAY AREA

... identifying the areas that discharge high pollutant loading into receiving waters METHODS Our area of interest was Marina del Rey and its vicinity in the Santa Monica Bay Watershed Santa Monica Bay ... loading areas, which were classified as public land use in the SCAG data and USGS classification system Recreational facilities including parks were also classified as low pollutant loading areas, ... area From these results, the new classification system for managing stormwater pollutant loads was developed as shown in Table Table New classification system for stormwater pollutant mass emissions...

Tài liệu GIVING CREDIT WHERE CREDIT IS DUE: CREATING A COMPETENCY-BASED QUALIFICATIONS FRAMEWORK FOR POSTSECONDARY EDUCATION AND TRAINING pdf

... competency-based framework within which states and institutions can award educational credit for academic-equivalent competencies mastered through formal and informal occupational education and training ... education, recreational courses, Adult Basic Education, and English as a Second Language Noncredit workforce education and training programs include health and safety training, programs that enable ... organizations and, since 2009, educational certificate programs based on American National Standards or ISO International Standards To date, ANSI has accredited 30 certification bodies, and is in...

Tài liệu Báo cáo khoa học: "MemeTube: A Sentiment-based Audiovisual System for Analyzing and Displaying Microblog Messages" pdf

... calization, and visualization tool for microblog messages It can serve as a real-time sentiment detector or an interactive microblog audiovisual presentation system  Technically, we integrate ... We also integrate the sentiment-detection system with a real-time rule-based harmonic music and animation generator to display streams of messages in an audiovisual format  Conceptually, our system ... similar to what many people have proposed for evaluation (Davidov et al 2010; Sun et al 2010; Bifet and Frank 2010; Go et al 2009; Pak and Paroubek 2010; Chen et al 2010) We use data from January...

Báo cáo " A web-based decision support system for the evaluation and strategic planning using ISO 9000 factors in higher education " pot

... for an evaluation and a strategic university planning For the implementation, a Web-based DSS is based on ISO 9000 factors for the evaluation and strategic planning for a case study of Vietnam ... and plan for a strategy in educational management of organizations in Vietnam and Asia [3] However, there are no DSS applications to apply a real case in the domain of an evaluation and a strategic ... significant ISO 9000 factors in educational management in order to evaluate or make a strategic planning of the institutions 2.2 Overall AHP model using ISO 9000 factors For the evaluation and strategy...

Báo cáo khoa học: "PENS: A Machine-aided English Writing System for Chinese Users" pdf

... Statistical machine translation techniques are used for this translation, and therefore a Chinese -English bilingual dictionary (MRD), an English language model, and an English- Chinese word- translation ... PAT-Tree-Based Adaptive Keyphrase Extraction for Intelligent Chinese Information Retrieval Special issue on “Information Retrieval with Asian Language” Information Processing and Management, 1998 ... Large-scale automatic extraction of an English- Chinese translation lexicon Machine Translation, 9:3-4, 285-313 (1995) Church, K.W.(1993), Char-align A program for aligning parallel texts at the character...

Báo cáo khoa học: "Machine-Learning-Based Transformation of Passive Japanese Sentences into Active by Separating Training Data into Each Input Particle" doc

... data This indicates that our method of separating training data for all source particles is effective The transformation of passive sentences into active sentences is useful in many research ... separate training data for any source particles obtained an accuracy rate of 92.00% in Eval B The technique of separating training data into each source particles made an improvement of 2.30% ... particles when transforming Japanese passive sentences into active sentences Our method separates training data for all input (source) particles and uses machine learning for each particle We also...

Báo cáo khoa học: "Machine-Learning-Based Transformation of Passive Japanese Sentences into Active by Separating Training Data into Each Input Particle" ppt

... cues from the training data (and also the test data) We also generated another set of training data by removing the majority countability features from them This set of training data was used ... included in training data For simplicity of implementation, they are excluded from training data (we will discuss the use of these excluded data in Section 6) Generating Training Data As discussed ... about 10% of all texts, were randomly taken to obtain test data The rest of texts were used to generate training data We evaluated performance of prediction by accuracy We deﬁned accuracy by the...

Lore: A Database Management System for Semistructured Data ppt

... no path expressions that not exist in the database In typical situations, the DataGuide is signi cantly smaller than the original database Figure shows a DataGuide for the sample OEM database ... unique path expressions As an example, Figure 10 is a screen snapshot of the Java presentation of a DataGuide This DataGuide summarizes an existing database for Stanford's Database Group, similar ... standard operators such as Scan and Join, some take an original avor For example, Scan may take as argument a general path expression, and therefore may entail complex searches in the database...

báo cáo hóa học: " Vision based interface system for hands free control of an intelligent wheelchair" ppt

... proposed -based method produced the best performance with an average accuracy of 96.5%, while the facebased method had an accuracy of 87.5% and the headband -based method had an accuracy of 88% In ... prototype of our IW The prototype of our IW Our system is described in Figure and specification of the components is illustrated in Table Overview of Vision- based Control System The proposed control system ... three interfaces The performances for three interfaces were then evaluated in terms of the accuracy and speed In those experiments, the face -based method was Page 12 of 17 (page number not for...

Báo cáo hóa học: " Design and Realization of a New Signal Security System for Multimedia Data Transmission" ppt

... This data- processing rate is fast enough for realtime data protection in multimedia data transmission applications The proposed signal security system is suitable for both software and hardware ... updating period of the parameters of µ and x(0) could be based on the basic unit of video frame or audio frame in representing the multimedia data A New Signal Security System for Multimedia Data ... the silicon area normalized to a 0.35 µm NArea = DRPA = Area (Technology/0.35)2 Data − rate NArea Mbps/mm2 (20) (21) A New Signal Security System for Multimedia Data Transmission ctrl vo 1301...

Báo cáo khoa học: "A new data processing system for root growth and ramification analysis: description of methods" pot

... expression of the ’hierarchic’ position of each root in the ramified system and speeds up the computing of growth and ramification parameters Table I shows the final data structure of the simplified ... structure and allows a detailed analysis of growth and branching patterns References Belgrand M., Dreyer E., Joannes H., Velter C & Scuiller (1987) A semi-automated data processing system for root growth ... characteristics Each root is specified in terms of elongation and ramification Some of them are time-indepen- dent, describing branching patterns (e.g., number of root, number of parent root, root order,...

a contrast pattern based clustering algorithm for categorical data

... State University, 2010 A Contrast Pattern based Clustering Algorithm for Categorical Data The data clustering problem has received much attention in the data mining, machine learning, and pattern ... SPECT HEART DATASET The SPECT Heart dataset is an example of image data that has been preprocessed into categorical attributes (the preprocessed data is available at UCI) Each of 267 cardiac SPECT ... a closed pattern and a set of minimal generator (MG) patterns In any EC, no MG pattern is a subset of another pattern, and each pattern is a superset of at least one MG pattern and a subset of...

Robust low dimensional structure learning for big data and its applications

... learning algorithms for processing big realistic data 1.2 Thesis Focus and Main Contributions In this thesis, we focus on robust and eﬃcient low- dimensional structure learning for big data analysis ... process the data in a streaming manner and thus are memory and computationally eﬃcient for analyzing big data Third, we devise two low- dimensional learning algorithms for visual data and solve ... eﬃciency for handling large-scale data Second, we propose two online learning methods, ORPCA and online RPCA, to further enhance the scalability for robustly learning the low- dimensional structure...

Machine learning based classification system for overlapping data and irregular repetititve signals

... 0.000001 for normal match tracking and ε = −0.01 for MT- The choice parameter was set to α = 0.000001 2.4.1 Results for UCI Datasets Results for Yeast Database The yeast database from Machine Learning ... simulated data 33 2.4.2 Results for Synthetic Data Results for Synthetic data without noise This data is simulated and has a size of 49500 There are 165 classes and the data has attributes before ... for large datasets with higher amounts of noise Expert knowledge on the signals and their sources is available for the signal sorting module in the form of a database The information in the database...

Machine learning based congestion control in wireless sensor networks

... MACHINE LEARNING BASED CONGESTION CONTROL IN WIRELESS SENSOR NETWORKS JEAN-YVES SAOSENG (B Eng , Supelec, France) A THESIS SUBMITTED FOR THE DEGREE OF MASTER OF ENGINEERING DEPARTMENT ... 4.2.2 Distributed reinforcement learning in cooperative systems 36 Reinforcement Learning for congestion control 37 4.3.1 Reinforcement Learning of Contention Window Policy (RLCW) ... methods to increase both efficiency and fairness 2.1 2.1.1 Introduction Congestion in sensor networks In wireless sensor scenarios, the sink is not always within direct transmission range Intermediates...

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Từ khóa: rclass a prototype rough set and genetic algorithms enhanced multi concept classification system for manufactur design the produced water treating system for the data given vagus nerve stimulation triggered by machine learning based seizure detection initial implementation and evaluation utilization of a high resolution digital imaging system for the objective and quantitative assessment of hyperpigmented spots on the face bolchem an integrated system for atmospheric dynamics and composition adaptive antennas for global system for mobile communications and time division multiple access interim standard area classification practice for gases vapours and mists in freely ventilated situations area classification practice for gases vapours and mists in areas which are not freely ventilated use of gel based rt pcr for studying induced and tissue enriched gene expression projects for teaching data and computer communications driven flexible machine learning strategy for the classification of biomedical data using emoticons to reduce dependency in machine learning techniques for sentiment classification supervised image classification of multi spectral images based on statistical machine learning data fusion for a distributed ground based sensing system machine learning for coreference resolution Báo cáo quy trình mua hàng CT CP Công Nghệ NPV Biện pháp quản lý hoạt động dạy hát xoan trong trường trung học cơ sở huyện lâm thao, phú thọ Giáo án Sinh học 11 bài 13: Thực hành phát hiện diệp lục và carôtenôit Giáo án Sinh học 11 bài 13: Thực hành phát hiện diệp lục và carôtenôit ĐỒ ÁN NGHIÊN CỨU CÔNG NGHỆ KẾT NỐI VÔ TUYẾN CỰ LY XA, CÔNG SUẤT THẤP LPWAN Quản lý hoạt động học tập của học sinh theo hướng phát triển kỹ năng học tập hợp tác tại các trường phổ thông dân tộc bán trú huyện ba chẽ, tỉnh quảng ninh Phát triển du lịch bền vững trên cơ sở bảo vệ môi trường tự nhiên vịnh hạ long Nghiên cứu, xây dựng phần mềm smartscan và ứng dụng trong bảo vệ mạng máy tính chuyên dùng Nghiên cứu về mô hình thống kê học sâu và ứng dụng trong nhận dạng chữ viết tay hạn chế Nghiên cứu khả năng đo năng lượng điện bằng hệ thu thập dữ liệu 16 kênh DEWE 5000 Định tội danh từ thực tiễn huyện Cần Giuộc, tỉnh Long An (Luận văn thạc sĩ)Sở hữu ruộng đất và kinh tế nông nghiệp châu ôn (lạng sơn) nửa đầu thế kỷ XIX Quản lý nợ xấu tại Agribank chi nhánh huyện Phù Yên, tỉnh Sơn La (Luận văn thạc sĩ)Giáo án Sinh học 11 bài 15: Tiêu hóa ở động vật chuong 1 tong quan quan tri rui ro Giáo án Sinh học 11 bài 14: Thực hành phát hiện hô hấp ở thực vật BÀI HOÀN CHỈNH TỔNG QUAN VỀ MẠNG XÃ HỘI HIỆU QUẢ CỦA MÔ HÌNH XỬ LÝ BÙN HOẠT TÍNH BẰNG KIỀM MÔN TRUYỀN THÔNG MARKETING TÍCH HỢP TÁI CHẾ NHỰA VÀ QUẢN LÝ CHẤT THẢI Ở HOA KỲ