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9th ICMLC 2017: Singapore
- Proceedings of the 9th International Conference on Machine Learning and Computing, ICMLC 2017, Singapore, February 24 - 26, 2017. ACM 2017, ISBN 978-1-4503-4817-1
Machine learning
- Jasleen Kaur, Jatinderkumar R. Saini
:
Punjabi Poetry Classification: The Test of 10 Machine Learning Algorithms. 1-5 - Atsushi Matsumoto, Chikara Kubota, Hayato Ohwada:
Extracting Rules for Successful Conditions for Artificial Insemination in Dairy Cattle Using Inductive Logic Programming. 6-10 - Kanau Mitsuzuka, Feng Ling, Hayato Ohwada:
Analysis of CSR activities Affecting Corporate Value Using Machine Learning. 11-14 - Michel Camilleri, Matthew Montebello:
Optimising the Meta-Optimiser in Machine Learning Problems. 15-22 - Masayoshi Asano, Yusuke Kajiwara, Hiromitsu Shimakawa:
Estimating Working Stressor Based on Pulse Wave. 23-27 - Riki Tatsuta, Dinh Thi Dong Phuong, Yusuke Kajiwara, Hiromitsu Shimakawa:
Guidance of Farming Works to Improve Efficiency Considering Physical Behavior. 28-32 - Arthi Venkataraman, Ajay Anantha:
Intent Understanding in a Virtual Agent. 33-37 - Sho Ushikubo, Chikara Kubota, Hayato Ohwada:
The Early Detection of Subclinical Ketosis in Dairy Cows Using Machine Learning Methods. 38-42 - Ika Alfina
Utilizing Hashtags for Sentiment Analysis of Tweets in The Political Domain. 43-47 - Slimane Bellaouar, Hadda Cherroun, Attia Nehar, Djelloul Ziadi:
Weighted Automata Sequence Kernel. 48-55 - Songpon Sastrawaha, Punyaphol Horata:
Ensemble Extreme Learning Machine for Multi-instance Learning. 56-60
Recommendation system design and development
- Andrzej Szwabe
Logistic Regression Setup for RTB CTR Estimation. 61-70 - Imène Brigui-Chtioui, Philippe Caillou, Elsa Negre
Intelligent Digital Learning: Agent-Based Recommender System. 71-76 - Shobu Ikeda, Kenta Oku, Kyoji Kawagoe:
Analysis of Music Transition in Acoustic Feature Space for Music Recommendation. 77-80 - Priyankar Choudhary
A Particle Swarm Optimization Approach to Multi Criteria Recommender System Utilizing Effective Similarity Measures. 81-85 - Weiqiang Yuan, Yujiu Yang
Learning Item/User Vectors from Comments for Collaborative Recommendation. 86-91 - Xu Huang, Yujiu Yang
Grid-based Gaussian Processes Factorization Machine for Recommender Systems. 92-97 - Syed Tanveer Jishan, Yiji Wang:
Audience Activity Recommendation Using Stacked-LSTM Based Sequence Learning. 98-106
Support vector machine and application
- Santi Wulan Purnami, Rani Kemala Trapsilasiwi:
SMOTE-Least Square Support Vector Machine for Classification of Multiclass Imbalanced Data. 107-111 - Dyah Lestari Widaningrum:
GIS and SVM Approach for Convenience Store Location Analysis. 112-116 - Hansoo Lee, Eun-Kyeong Kim, Sungshin Kim:
Modified SMOTE-IPF Based Support Vector Machine for Detecting Interference Patterns. 117-121 - Masud Karim, Hasnain Heickal, Md. Hasanuzzaman:
User Authentication from Mouse Movement Data Using Multiple Classifiers. 122-127 - Yue Zhang, Zhimeng Feng:
A SVM Method for Continuous Blood Pressure Estimation from a PPG Signal. 128-132 - Santi Wulan Purnami, Shofi Andari, Afifah W. Rusydiana:
On Selecting Features for Binary Classification in Microarray Data Analyses. 133-136 - Anggita Dian Cahyani, Widodo Budiharto:
Modeling Intelligent Human Resources Systems (IRHS) using Big Data and Support Vector Machine (SVM). 137-140
Neural network theory and Application
- Tareq Aziz AL-Qutami
Radial Basis Function Network to Predict Gas Flow Rate in Multiphase Flow. 141-146 - Gen Niina, Hiroshi Douzono, Tomohiro Enda, Heizo Tokutaka:
HMM Training by Using a Self-Organizing Map for Time Series Prediction. 147-152 - Gin-Der Wu, Zhen-Wei Zhu:
A Maximizing-Discriminability-Based Architecture for Fuzzy-Neural-Network Hardware. 153-156 - Tuan Minh Tran
A Weighted Local Mean-Based k-Nearest Neighbors Classifier for Time Series. 157-161 - Pawalai Kraipeerapun, Somkid Amornsamankul:
Room Occupancy Detection using Modified Stacking. 162-166 - Wenlong Zhang, Guanglu Zhou, Meiqi Jiang:
Convolutional Neural Network for Freight Train Information Recognition. 167-171 - Masanao Obayashi, Takeshi Aridome, Takashi Kuremoto, Shingo Mabu:
Leader-Follower Adaptive Formation Control without Observation of Agent's Velocity Using Wavelet Neural Network. 172-178 - Jung-Soo Han, Geum-Bae Cho, Keun-Chang Kwak:
A Design of Convolutional Neural Network Using ReLU-Based ELM Classifier and Its Application. 179-183 - Manish K. Sharma, Bidhan Bhattarai:
Optical Character Recognition System for Nepali Language Using ConvNet. 184-189
Calculation and algorithm
- Yinghong Liang, Lei Hong, Yannan Liu:
The Chinese Multi-Word Expression Extraction Based on Improved Semi-supervised Algorithm. 190-194 - Xiang Li, LiChun Lai:
Research on Optimization and Application of Slope One Algorithm in Personalized Recommendation System. 195-199 - Shailendra P. Singh, Divya Kumar
Constrained Problem Optimization using Altered Artificial Bee Colony Algorithm. 200-204 - Tiejun Li, Guifang Shao, Wangda Zuo, Sen Huang:
Genetic Algorithm for Building Optimization: State-of-the-Art Survey. 205-210 - Xiaofeng Zhong, Shize Guo, Liang Gao, Hong Shan, Jinghua Zheng:
An Improved k-NN Classification with Dynamic k. 211-216 - Giti Javadi, Ehsan Aminian:
A New Method for Tuning Mutation and Crossover Rate in Genetic Algorithm. 217-220 - P. Jiang, Xiao Liu
An Adaptive Particle Swarm Algorithm for Unconstrained Global Optimization of Multimodal Functions. 221-226 - Xuan Nie, Kai Hu, Manhua Qi, Dengshan Huang, Bei Cao, Xiaodan Yuan:
Track Multiple Objects with Feature-Correlation Algorithms. 227-231 - Sunanda Das
Optimal Set of Overlapping Clusters Using Multi-objective Genetic Algorithm. 232-237 - S. P. Rajamohana, K. Umamaheswari
Hybrid Optimization Algorithm of Improved Binary Particle Swarm Optimization (iBPSO) And Cuckoo Search for Review Spam Detection. 238-242
Data analysis and processing
- Nutthaporn Junsomboon, Tanasanee Phienthrakul:
Combining Over-Sampling and Under-Sampling Techniques for Imbalance Dataset. 243-247 - Naoki Murata, Jun Kitazono, Seiichi Ozawa:
Multidimensional Unfolding Based on Stochastic Neighbor Relationship. 248-252 - M. Akhil Jabbar
Cluster Based Ensemble Classification for Intrusion Detection System. 253-257 - Rosmina Joy Cabauatan, Bobby D. Gerardo
Predicting Classification of Telecommunication Subscribers Based on Polytomous Logistic Regression Usage Model. 258-267 - Seng Hansun:
WEMA versus B-WEMA Methods in Forex Forecasting. 268-271
Pattern Recognition
- Ling Zhou, Hiroshi Nagahashi:
Real-time Action Recognition Based on Key Frame Detection. 272-277 - Pattreeya Tanisaro, Florian Mahner, Gunther Heidemann:
Quasi View-Independent Human Motion Recognition in Subspaces. 278-283 - Changhun Hyun, Hyeyoung Park:
Recognition of Facial Attributes Using Multi-Task Learning of Deep Networks. 284-288 - Jeongin Seo, Hyeyoung Park:
Detection, Alignment, and Recognition of Partially Occluded Human Face Based on Statistical Learning of Local Features. 289-293 - Xiaofeng Fu, Ke-Bo Fu, Yu Zhang:
Facial Expression Recognition Based on Feature Fusion and Sparse Representation. 294-299 - Chia-Hung Wei, Dapeng Zhang, Yue Li, Wei Wang:
Fine-Grained Categorization Based on Feature Selection. 300-304 - Xinjun Ma, Hongjun Zhang, Yuanyuan Li:
A Lip Localization Algorithm under Variant Light Conditions. 305-309 - Leyi Weng, Bin Chen, Baocheng Gao:
Condition Recognition of Pipeline Systems Based on Deep Learning. 310-313
Image Processing
- Nan Mu, Xin Xu, Xiaolong Zhang:
Estimation of Local and Global Superpixel Covariance for Salient Object Detection in Low Contrast Images. 314-319 - Xinjun Ma, Hongjun Zhang, Yuanyuan Li:
Feature Extraction Method for Lip-reading under Variant Lighting Conditions. 320-326 - Chengzhen Guo, Xiaowei Fu, Li Chen, Xin Xu, Xi Li:
Fuzzy Approach Based on Quantum-Inspired MRF for SOFC Anode Optical Microscope Images Segmentation. 327-331 - Qizhou Wu, Guotian He, Yuxi Feng:
Research of Learner Action Recognition Based on Improved Average Background Model. 332-336 - Woongsik Kim:
Development of Image Reconstruction Engine for Hand Scanner. 337-341 - Chayun Kongtongvattana, Tanasanee Phienthrakul:
Signature Verification with Chain Code and Geometric Features. 342-346 - Yilei Chen, Jie Yang, Mei-Jun Wu, Yang Xia:
Research on Ripple Removal on the Basis of Marine Monitoring. 347-351 - Ramil Kesvarakul, Chamaporn Chianrabutra, Srisit Chianrabutra:
Baby Shrimp Counting via Automated Image Processing. 352-356 - Peng Xia, Xueliang Zhang, Cheng Yang:
Study on an Assistant Radiographic Film Evaluation System for Nuclear Power Plant. 357-360 - Zhen Zhang, Xin Xu, Xiaowei Fu:
Superpixel Level Incremental Visual Saliency Detection in Low Contrast Video. 361-366 - Yerzhan Kerimbekov, Hasan Sakir Bilge:
Improved Feature Selection in Lorentzian Space. 367-372 - R. M. Mulajkar, Vinaya V. Gohokar
Development of Semi-Automatic Methodology for Extraction of Depth for 2D-to-3D Conversion. 373-378 - Kanyawan Ratanamanochai, Syrina Tantidhnazet, Somchart Raocharernporn, Peerapong Santiwong:
Comparison of Facial Measurement using Cone-Beam Computed Tomography and Three-Dimensional Photography. 379-384 - Aske R. Lejbølle, Kamal Nasrollahi, Thomas B. Moeslund
Late Fusion in Part-based Person Re-identification. 385-393
Computer theory and Application
- Ayoub Alsarhan:
An Optimal Virtual Machines Provision in Cloud Market. 394-397 - Zhou Fang, Christopher John Crick
An Improvement for the Stability of Large-Margin Metric Learning for Partial Labelling Partitioning Problems. 398-404 - Xiucai Ye, Tetsuya Sakurai:
Similarity Measure Based on Adaptive Neighbors for Spectral Clustering. 405-409 - Ali Athar
Exploring the Ensemble of Classifiers for Sentimental Analysis: A Systematic Literature Review. 410-414 - Ibraheem Al-Jadir, Kok Wai Wong, Chun Che Fung
Text Document Clustering Using Memetic Feature Selection. 415-420 - Seong-Wook Jang, Kwang-Ho Seok, Junho Ko, Sang Hyun Seo, Hun Joo Lee, Yoon Sang Kim:
A Real-Time Video Abstraction Technique for AR Content Synthesis on Android Platform. 421-425 - Woongsik Kim:
Wireless Operation Monitoring and Remote Control System Implementation Using the Smartphone-Based Video Camera. 426-431 - Tasbeeh F. Raza, Hera Arif, Samanbar H. Darvagheh, Hassan Hajjdiab:
Interactive Mobile Application for Testing Children with Dysgraphia. 432-436 - Anandi Giridharan:
A Formal Model for Service Discovery Protocol (SDP) using SDL. 437-441
Information Engineering and technology
- Endang Wahyu Pamungkas, Divi Galih Prasetyo Putri:
Word Sense Disambiguation for Lexicon-Based Sentiment Analysis. 442-446 - Anandita, Dhirendra Pratap Yadav, Priyanka Paliwal, Divya Kumar
A Novel Ensemble Based Identification of Phishing E-Mails. 447-451 - Khaled Abdalgader
Soft Short-Text Clustering using PageRank as a Centrality Measure. 452-455 - L. Sindhu, Sumam Mary Idicula:
Plagiarism Detection in Malayalam Language Text using a Composition of Similarity measures. 456-460 - Shreekant Jere, Laxmi Jayannavar, Anooja Ali
Recruitment Graph Model for Hiring Unique Competencies using Social Media Mining. 461-466 - Yang Yang, Wenli Jin:
Study on the Efficiency of Refugee Migration Based on Computer Quantitative Computing. 467-471 - Hassan Hajjdiab, Haitham Farok, Fares M. Howari
The Application of Narrow-Band NDVI as a Tool for Mapping Mangrove Environment in Abu Dhabi. 472-475 - Mirza Ramicic
Attention-Based Experience Replay in Deep Q-Learning. 476-481 - John Clifford Rosales, Ma. Regina E. Estuar:
Towards Location Approximation of Typhoon Related Discourse: On Region Definition and Temporal Segmentation. 482-492
Automatic control engineering and system development
- Sara Baber Sial, Husnain Ahmad, Osama Farooq, Muhammad Naveed
Oizzu: A Bipedal Humanoid Robot Development Kit. 493-497 - Yayan P. Nugraha, Hasvienda M. Ridlwan, Moch I. Riansyah, Bambang R. Trilaksono
Autonomous Tracking of Hexacopter on Moving Mobile Robot Using Gazebo ROS Simulation. 498-501 - Hasvienda M. Ridlwan, Yayan P. Nugraha, Moch I. Riansyah, Bambang R. Trilaksono
Simulation of Vision-Based For Automatic Takeoff and Landing Hexacopter on a Moving Ground Vehicle. 502-506 - Moch I. Riansyah, Yayan P. Nugraha, Hasvienda M. Ridlwan, Bambang R. Trilaksono
3D Mapping Hexacopter Simulation using Gazebo and Robot Operating Sytem(ROS). 507-510 - M. V. Rahul, Ambareesh Revanur, G. Shobha
Siamese Network for Underwater Multiple Object Tracking. 511-516 - Khoi Anh Nguyen
Smart Technologies in Reducing Carbon Emission: Artificial Intelligence and Smart Water Meter. 517-522 - Chengbin Zeng:
Real-Time Forearm Detection and Tracking for HCI. 523-528 - Darun Kesrarat, Suppakrit Songcharoenkit, Pornanan Nanthapornpisut, Luckkan Thawonthammarat:
Smart Matching for Car Rental. 529-533
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