Search Results - classification-((path analysis) OR (data analysis))

Human path classifier architecture by Khan, Imran Moez, Htike@Muhammad Yusof, Zaw Zaw, Khalifa, Othman Omran, Lai, Weng Kin

“…In addition, there is a need for large amounts of data storage to keep up to several large volumes of video streams that may be needed for later analysis. …”
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Using graph algorithm and classification technique for finding an optimal bus route in time-dependent travel times by Deelertmongkolchai, Satjayod, Chumwatana, Todsanai, Thaiupathump, Choonhapong

“…However, they are suffering from the long hours in traffic jam especially in rush hour.They also cannot avoid this such jam as bus routes are fixed by Bangkok Mass Transit Authority (BMTA).This paper aims to propose a technique for finding an Optimal Bus Route in Time-Dependent Travel Times by using graph algorithm and data mining technique. The proposed technique is able to find a least spent travel time path between two nodes in a bus network with time-dependence.Graph algorithm is used to generate all possible paths to reveal the distances.Classification technique is then used to analysis traffic situation in different period of the time.By analysis traffic situation, date, time, week, month, location are used as a main factor for training process in classification technique.From the experimental studies, the proposed technique is able to show the best route from any given node to the final destination depending on the different period of the time.The proposed technique provides significant benefit for traveler to select the best bus route, which is short distance and fast, among generated routes…”
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Fuzzy-based path analysis by Khan, Imran Moez, Htike@Muhammad Yusof, Zaw Zaw, Khalifa, Othman Omran, Weng, Kin Lai

“…Behavioral analysis itself can be applied to numerous features extracted from video sequences including path detection and classification of which several methods are reviewed here. …”
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Developing and validating a simulation model for counting and classification of vehicles by Ali Emad Jehad, Riza Atiq O.K. Rahmat

“…Also, the classification of vehicles was performed using the improfile command in Matlab-Video Image Processing that computes the intensity values along a line or a multiline path in an image. …”
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Engaging in social interaction: relationships between the accessibility of path structure and intensity of passive social interaction in urban parks by Tahroodi, Faezeh Mohammadi, Ujang, Norsidah

“…The data were crossed-analyzed using a Geographic Information System (GIS) classification technique, correlation analysis and Microsoft combo-charts to generate the relationship between patterns of activities and their accessibilities. …”
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تأثير الخطاب السياسي للسلطان قابوس في بناء محتوى البرامج الاقتصادية في التلفزيون العماني by Amal Mohamed Said Alnoofli

“…The study based on descriptive studies, which tends to implement the content analysis, relied on two types of analysis. The first analysis of the political discourse, the second program content analysis, and using of a series of research tools represents by the forms of discourse analysis and content analysis to collect the necessary data. …”

Applying SAX-based time series analysis to classify EEG signal using a COTS EEG device by Shanmuga, Pillai A/L Murutha Muthu

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Classification Analysis Of High Frequency Stress Wave For Autonomous Detection Of Defect In Steel Tubes by Abd Halim, Zakiah, Jamaludin, Nordin, Junaidi, Syarif, Syed Yahya, Syed Yusaini

“…Interpretation of propagated high frequency stress wave signals in steel tubes is noteworthy for defect identification.This paper demonstrated a successful new approach for autonomous defect detection in steel tubes using classification analysis of high frequency stress waves.Classification analysis using Principal Component Analysis (PCA) algorithm involved feature extraction to reduce the dimensionality of the complex stress waves propagation path.Two defective tubes containing a slot defect of different orientation and a reference tube are inspected using Vibration Impact Acoustic Emission (VIAE) technique.The tubes are externally excited using impact hammer.The variation of stress wave transmission path are captured by high frequency Acoustic Emission sensor.The propagated stress waves in the steel tubes are classified using PCA algorithm.Classification results are graphically illustrated using a dendrogram that demonstrated the arrangement of the natural clusters of the stress wave signals.The inspection of steel tubes showed good recognition of defect in circumferential and longitudinal orientation.This approach successfully classified stress wave signals from VIAE testing and provide fast and accurate defect identification of defective steel tubes from non-defective tubes. …”
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Propositional satisfiability method in rough classification modeling for data mining by Abu Bakar, Azuraliza

“…Total number rules generated for the best classification model is recorded where the 30% of data were used for training and 70% were kept as test data. …”
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A collision resistant cryptographic hash function based on cellular automata rules by Jamil, Norziana

“…The framework divides requirements for the design of hash function into three classifications namely design requirements, security requirements for Boolean function and analysis requirements. …”
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Implementation of machine learning algorithm in preventing network congestion by Noorazimah binti Ali Sabri

Development Of Algorithms For Vehicle Classification And Speed Estimation From Dynamic Scenes By On-Board Camera Using Image Processing Techniques by Aminuddin, Nur Shazwani

“…Further analysis in vehicle classification was proved to obtain true positive rate of 0.98 for car class, 0.89 for lorry class, 0.89 for bus class, and 0.75 for motorcycle class. …”
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Mimetic words and lexicalization patterns in a Japanese novel and its English translation / Ng Kar Pek by Ng , Kar Pek

“…In many cases, when translated into English, Manner is conflated in the verb and the Path of motion is expressed separately in a satellite. …”
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A Software Engineering Approach in Netball Performance Analysis: Training and Activities Features for Automatic Players Position Selection by Mohamad A.H., Ramli R., Ramli A.F.

Application Of Remote Sensing And Hydrological Model For Runoff Estimation And Prediction At Upper Langat Watershed by Wong, Tai Hong

“…In order to extract land use information from remotely sensed data, two classification techniques were examined, namely pixel-based and object oriented classification. …”
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Analysis of MAC Strategies for Underwater Applications by Ansari, S., Gonzalez, J.P., Otero, P., Ansari, A.

“…This paper, present MAC protocols tailored for UWANs, the classification of MAC protocols, the state of the art, environment characteristics, challenges, and performance metrics in terms of throughput, propagation delay, energy consumption and quantitative analysis of some selected protocols. …”
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Mammogram classification using dynamic time warping by Gardezi, S.J.S., Faye, I., Sanchez Bornot, J.M., Kamel, N., Hussain, M.

“…This method is especially attractive for biomedical image analysis and is applied to mammogram classification for the first time in this paper. …”
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Entanglement Classification – A Comparative Study Of Su(2) And Sl(2) Developed Operator Model by Amirul Asyraf Zhahir, Siti Munirah Mohd, Mohd Ilias M.Shuhud, Bahari Idrus, Hishamuddin Zainuddin, Nurhidaya Mohamad Jan, Mohamed Ridza Wahiddin

Analysis Of Failure In Offline English Alphabet Recognition With Data Mining Approach by Munnian, Ruthrakumar

“…The data was pre-processed to remove the outliers prior to classification analysis with the aid of the Waikato Environment for Knowledge Analysis (WEKA) tool. …”
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A Review of Cancer Classification Software for Gene Expression Data by Tan, Ching Siang, Ting, Wai Soon, Shahreen, Kasim, Mohd Saberi, Mohamad, Chan, Weng Howe, Safaai, Deris, Zalmiyah, Zakaria, Zuraini, Ali Shah, Zuwairie, Ibrahim

“…In order to perform the tasks of classification of microarray data, classification software is required for effective classification and analysis of large-scale data. …”
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