Publications - Machine Learning SG

A top-down unified framework for instance-level human parsing (2019)

Haifang Qin Haifang Qin Weixiang Hong Weixiang Hong Wei Chih Hung Yi Hsuan Tsai Ming Hsuan Yang

parsing top down and bottom up design natural language processing computer science artificial intelligence

30th British Machine Vision Conference, BMVC 2019 2 citations Published 2019-01-01
A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks (2019)

Aparup Khatua Aparup Khatua Apalak Khatua Erik Cambria

word2vec word embedding zika virus natural language processing computer science +5 more

Information Processing and Management 29 citations Published 2019-01-01
A scalable and extensible framework for android malware detection and family attribution (2019)

Li Zhang Vrizlynn L.L. Thing Yao Cheng

malware feature hashing classifier scalability machine learning +6 more

Computers & Security 14 citations Published 2019-01-01
A Ring-Type Digital Spiking Neural Network and Spike-Train Approximation (2019)

Hiroaki Uchida Toshimichi Saito Kouji Kimura Yukako Yamane Hiroshi Tamura Ko Sakai Yating Huang Jiaming Xu Bo Xu Zhongting Jiang Dong Wang Huijie Shang Yuehui Chen Gouhei Tanaka Ryosho Nakane Akira Hirose ShaoJie Qu Kan Li Bo Wu Kai Tang Weimin Liu Liqing Zhao Bo Cheng Junliang Chen Zeping Yu Linqing Shi Gongshen Liu Jakub Nowak Marcin Korytkowski Marcin Wozniak Rafal Scherer Mauajama Firdaus Ankit Kumar Asif Ekbal Pushpak Bhattacharyya Katalin Tünde Jánosi-Rancz Zoltán Kátai David Iclanzan Jinxin Chang Ruifang He Longbiao Wang Ruifang Wang Xiangyu Zhao Ting Yang Anil Kumar Donthagani V Susheela Devi Yongyu Jiang Peng Zhang Hui Gao Xindian Ma Donghao Zhao Zeting Hu Junyan Wang Meixian Song Kai Chen Baotian Hu Qingcai Chen Hong Yu Danyang Liu Naveen Saini Rahul Grover Sriparna Saha Lingtong Kong Jie Yang Nicoleta Rogovschi Sarah Zouinina Basarab Matei Issam Falih Nistor Grozavu SeiichiOzawa Timothy McIntosh Julian Jang-Jaccard Paul Watters Teo Susnjak Yong Yuan Chen Chen Xiyuan Hu Silong Peng Mansoor Ali Halari Jo Plested Ibtissam Brahmi Guénaël Cabanes Younès Bennani Abdelfettah Touzani Kasumi Nishi Osamu Araki Tomokazu Urakawa Tianyuan Niu Yuexian Hou Junwei Zhang Pengqing Zhang Seiji Takeda Toshiyuki Yamane Hidetoshi Numata Naoki Kanazawa JeanBenoit Heroux Daiju Nakano Anwesha Law Balasubramanyam Evani Ashish Ghosh Yujing Zhou Jia Peng Lei Wang Daren Zha Nan Mu Ali Haidar Brijesh Verma Rim Haidar Xu Yang Jing Yang Yin-Lin Li Zhang-Bin Zhou Zhi-Yong Liu Arbind Agrahari Baniya Sunil Aryal Santosh Kc Ben Xu Chun Yang Hongfa Wang Xiaobin Zhu Xu-Cheng Yin Yueyang Gu Yu Qiao Kuan Xu Jiaxuan Xie Lu Wang Mingna Liu Maha Ben-Fares Abdelouahid Lyhyaoui Sifan Wu Xi Xiao Tianying Xie Yantao Li Fanghui Liu Xiaolin Huang Norbert Jankowski Marek Orliński Yupeng Cao Jing Li Qiufeng Wang Kaizhu Huang Rui Zhang Ahmed Fathy Suogui Dang Jiru Wang Rui Yan Huajin Tang Chunying Ren Shujing Lyu Hongjian Zhan Yue Lu Jianrong Wang Ruixuan Zhang Xi Wei Li Xuewei Mei Yu Jian Yu Jialin Zhu Jie Gao Hongqian Shen Zhiqiang Liu Ruiguo Yu Zhiheng Kang Ning Li Hang Xu Jiawen Li Jian Li Qiyang Zhang Shengwu Xiong Anna Zhu Yeqing Ren Youqiang Sun Di Wu Zhihua Cui A.K. Qin Imran Razzak Usman Naseem Saeeda Naz Ibrahim A Hameed Thanh Nguyen Truong Dang Manh Dung Pham Lan Phuong Dao Anh Vu Luong John McCall Alan Wee-Chung Liew Aneta Neumann Frank Neumann Tobias Friedrich Yu Liu Xiaoqiang Li Chen Huang DianHua Zhang Mingke Gao Yansheng Zhai Jianhua Dai Rui You Wei-Neng Chen An Song Jinghui Zhong Yue-Jiao Gong Vasudev Sharma B.K Tripathy Xuanang Feng Rui Li Jianing Zhao Eisuke Kita Hai Dong Chanipa Sonklin Maolin Tang Yuchu Tian Chen Xuheng Mingyong Zhuang Congbo Cai Yue Huang Xinghao Ding Zeyuan Wang Josiah Poon Simon Poon Meena Santhanagopalan Madhu Chetty Cameron Foale Britt Klein Chen Wang Liang Peng Jingyue Li Zeng-Guang Hou Weiqun Wang Dang Nguyen Dat Tran Wanli Ma Weiguo Shi Xu Liang Jiaxing Wang Shixin Ren Arshia Rehman Baoping Liu Yijun Su Neng Gao Ji Xiang Fatima Ezzahraa Ben Bouazza Mourad El Hamri BasarabMatei Shu Liu Min Wang Jiankun Hu Hussein Abbass Jiahui Shen Yuanye He Zirui Tan Ke Li Yuan Zong Baolin Song Jie Zhu Jingang Shi Wenming Zheng Li Zhao Seid Miad Zandavi Zexi Hu Yuk Chung Ali Anaissi Huangfei Jiang Xiya Guan Weiye Zhao Li-Ming Zhao Bao-Liang Lu Chaikesh Chouragade Yun-Hao Yuan Chao Zhang Li Yun Qiang Jipeng Bin Li Guangwei Gao Xiaoning Song Huimin Lu Xiaobo Shen Jianping Gou Xia Liang Junmin Wu Yan Yin Masashi Okada Hidehiro Nakano Arata Miyauchi Yan Liu Wei Yang Xueyu Zhang Yi Zhang Liusheng Huang Mitchell Scott Xiang Zhang Xiaocong Chen Manqing Dong Huan Liu Chang Ge Lina Yao Abir Fathallah Mohamed Ibn Khedher Mounim El Yacoubi Najoua Essoukri Ben Amara Neng Fu Nuerbiye Kamili Yanhong Huang Jianqi Shi Hiroaki Kudo Yusuke Hayama Tetsuya Matsumoto Kentaro Kutsukake Noritaka Usami Linhong Weng Qing Li Xuehai Ding Jiawei Li Yiming Li Jiacheng Yang Taian Guo Shu-Tao Xia Chenyang Zhang Jiamei Wang Xinyun Li Fei Fu Weiquan Wang Kornél Bertók Attila Fazekas István Boda Erzsébet Tóth István Csont László T. Nagy Ildikó Horváth József Katona Attila Kovar Weidong Huang Craig James Kazys Stepanas Eleonora Widzyk-Capehart LeilaAlem Chris Gunn Matt Adcock Kerstin Haustein Ian Wood Sabrina B. Caldwell Tamás D. Gedeon Richard L. Jones Martin Henschke Ujala Rampaul Tom Gedeon Chee Sheen Chan Jer Lang Hong Lavneet Singh Girija Chetty Anuar Dyusembaev Mikhail Grishko Danabek Kaliazhdarov Huey Jing Toh Sameh Zarif Ibrahima Faye Dayang Rohaya Doreen Ying Ying Sim Ahmad Izuanuddin Ismail Sujan Chowdhury David Stockwell Suneetha Uppu Aneesh Krishna Raj P.GopaIan Fenghuan Li Dequan Zheng Tiejun Zhao Jason Satel Farzaneh S. Fard Zhiguo Wang Thomas P. Trappenberg Djallel Bouneffouf Shih Yin Ooi Shing Chiang Tan Wooi Ping Cheah G. Hookham M. Deady F. Kay-Lambkin K. Nesbitt O. Mubin S. Shahid C. Bartneck A. Kalboussi O. Mazhoud N. Omheni A. H. Kacem I.-J. Tsai J.-M. Yang B. Sargeant W. Inchamnan Bjoern Krollner Bruce Vanstone Gavin Finnie Todsanai Chumwatana Kok Wai Wong Hong Xie Dingyun Zhu Leana Copeland Sumudu Mendis Xue-Feng Zhang Bin Tong Miyuki Koshimura Hiroshi Fujita Ryuzo Hasegawa Vijanth S. Asirvadam Sean F. McLoone Maurizio Fiasché Maria Cuzzola Pasquale Iacopino Nik Kasabov Francesco C. Morabito Zeinab Farhoudi Soheil Faridi Reza Ebrahimpour Saeed Setayeshi Afra Vahidi Shams Seyed-Mahdi Khaligh Razavi andMehrdadJavadi Choon Ling Tan Simon Egerton Velappa Ganapathy Yok-Yen Nguwi Teik-Toe Teoh Insu song Siu-Yeung Cho André Cavalcante Fausto Lucena Allan Kardec Barros Yoshinori Takeuchi and NoboruOhnishi Ravindra S. Hegadi Dacheng Tao Shunsuke Sakai Toru Nozaki Keisuke Kameyama Younès Bennan Mahdi Tabassian Reza Ghaderi and Reza Ebrahimpour Hong Lee MinYeop Park Zaw Zaw Htike Kuang Ye Chow Takuya Kitamura Shigeo Abe Andrew Skabar Taiki Ishii Shuichi Matsuzaki and Yasuhiro Wada Maumita Bhattacharya Shuoyu Xu Dean C.S. Tai Peter T.C. So Hanry Yu Jagath C. Rajapakse Takeshi Kamio Kunihiko Mitsubori Takahiro Tanaka Hisato Fujisaka Kazuhisa Haeiwa Jose Hugo Barron-Zambrano Cesar Torres-Huitzil Bernard Girau Sun-Wook Choi Chong Ho Lee Hui-yuan Hsieh Chung-Hsien Huang Jiann-Der Lee and Shih-Tseng Lee Anne Gosset Vicente Díaz Casás Richard J. Duro and Fernando López Peña Atif Sharif Vidyasagar M. Potdar A.J.D. Rathnayaka Anh Huy Phan Andrzej Cichocki and Thanh Vu-Dinh Rafal Zdunek and Andrzej Cichocki Yukimasa Nakano Lifeng Ai Colin Fidge Wei Wang Irwin King Misako Komatsu Eizo Miyashita Shuichi Kurogi Kenta Harashima and Nozomi Shibata Yoshifusa Ito Hiroyuki Izumi Cidambi Srinivasan V.S. Asirvadam Mj.O Elamin N. Saad S. F. McLoone Shekhar Gupta Lipo Wang Abdolreza Joghataie

spike train spiking neural network pattern recognition computer science artificial intelligence +1 more

Australian Journal of Intelligent Information Processing Systems Published 2019-01-01
A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson's disease. (2019)

Kai Rui Wan Tomasz Maszczyk Angela An Qi See Justin Dauwels Nicolas Kon Kam King Nicolas Kon Kam King

subthalamic nucleus parkinson s disease systematic review machine learning computer science +4 more

Clinical Neurophysiology 13 citations Published 2019-01-01
A Cost-Sensitive Deep Belief Network for Imbalanced Classification (2019)

Chong Zhang Kay Chen Tan Haizhou Li Geok Soon Hong

deep belief network artificial neural network domain knowledge differential evolution machine learning +6 more

IEEE Transactions on Neural Networks 58 citations Published 2019-01-01
2D Image Deformation Based on Guaranteed Feature Correspondence and Mesh Mapping (2019)

Yaqiong Liu Xin Lin Guochu Shou Hock Soon Seah

feature extraction feature pixel polygon mesh distortion +6 more

IEEE Access Published 2019-01-01
Performance Characterization of Deep Learning Models for Breathing-based Authentication on Resource-Constrained Devices (2018)

Jagmohan Chauhan Jathushan Rajasegaran Suranga Seneviratne Archan Misra Aruna Seneviratne Youngki Lee

deep learning authentication support vector machine wearable computer ubiquitous computing +6 more

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies archive 12 citations Published 2018-12-27
A Survey on Deep Learning for Named Entity Recognition (2018)

Jing Li Aixin Sun Jianglei Han Chenliang Li

named entity recognition automatic summarization machine translation question answering deep learning +6 more

arXiv preprint arXiv:1812.09449 18 citations Published 2018-12-22
Computational Intelligence in Sports (2018)

Iztok Fister Karin Ljubič Ponnuthurai Nagaratnam Suganthan Matjaž Perc

computational intelligence marketing and artificial intelligence artificial intelligence situated approach collective intelligence swarm intelligence +5 more

39 citations Published 2018-12-19
On the Performance of Convolutional Neural Networks for Side-Channel Analysis (2018)

Stjepan Picek Ioannis Petros Samiotis Jaehun Kim Annelie Heuser Shivam Bhasin Axel Legay

deep learning convolutional neural network random forest side channel attack pattern recognition +4 more

SPACE 2018 - International Conference on Security, Privacy, and Applied Cryptography Engineering 20 citations Published 2018-12-15
Few-shot Object Detection via Feature Reweighting (2018)

Bingyi Kang Zhuang Liu Xin Wang Fisher Yu Jiashi Feng Trevor Darrell

object detection minimum bounding box pattern recognition computer science artificial intelligence +4 more

arXiv preprint arXiv:1812.01866 11 citations Published 2018-12-05
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning (2018)

Milad Nasr Reza Shokri Amir Houmansadr

inference deep learning stochastic gradient descent white box machine learning +6 more

arXiv preprint arXiv:1812.00910 26 citations Published 2018-12-03
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates (2018)

Jun Liu Amir Shahroudy Dong Xu Alex C. Kot Gang Wang

recurrent neural network feature extraction hidden markov model tree traversal pattern recognition +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 186 citations Published 2018-12-01
Single-Motor Controlled Tendon-Driven Peristaltic Soft Origami Robot (2018)

Hritwick Banerjee Neha Pusalkar Hongliang Ren

robot robotics tendon stiffness servomotor +5 more

Journal of Mechanisms and Robotics 12 citations Published 2018-12-01
Proposal-Free Network for Instance-Level Object Segmentation (2018)

Xiaodan Liang Liang Lin Yunchao Wei Xiaohui Shen Jianchao Yang Shuicheng Yan

image segmentation segmentation object detection minimum bounding box convolutional neural network +6 more

IEEE Transactions on Pattern Analysis and Machine Intelligence 194 citations Published 2018-12-01
NAIS: Neural Attentive Item Similarity Model for Recommendation (2018)

Xiangnan He Zhankui He Jingkuan Song Zhenguang Liu Yu-Gang Jiang Tat-Seng Chua

recommender system collaborative filtering cosine similarity user profile artificial neural network +6 more

IEEE Transactions on Knowledge and Data Engineering 170 citations Published 2018-12-01
Multimodal sentiment analysis using hierarchical fusion with context modeling (2018)

Navonil Majumder Devamanyu Hazarika Alexander F. Gelbukh Erik Cambria Soujanya Poria

sentiment analysis concatenation context model word error rate natural language processing +6 more

Knowledge Based Systems 84 citations Published 2018-12-01
Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality (2018)

Zhongang Qi Tianchun Wang Guojie Song Weisong Hu Xi Li Zhongfei Zhang

interpolation feature selection feature extraction air quality index deep learning +7 more

IEEE Transactions on Knowledge and Data Engineering 82 citations Published 2018-12-01
Automated approach for detection of ischemic stroke using Delaunay Triangulation in brain MRI images. (2018)

Asit Subudhi U. Rajendra Acharya U. Rajendra Acharya U. Rajendra Acharya Manasa Dash Subhransu Jena Sukanta Sabut

stroke delaunay triangulation segmentation magnetic resonance imaging support vector machine +6 more

Computers in Biology and Medicine 11 citations Published 2018-12-01

Previous Next

A top-down unified framework for instance-level human parsing (2019)

A tale of two epidemics: Contextual Word2Vec for classifying twitter streams during outbreaks (2019)

A scalable and extensible framework for android malware detection and family attribution (2019)

A Ring-Type Digital Spiking Neural Network and Spike-Train Approximation (2019)

A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson's disease. (2019)

A Cost-Sensitive Deep Belief Network for Imbalanced Classification (2019)

2D Image Deformation Based on Guaranteed Feature Correspondence and Mesh Mapping (2019)

Performance Characterization of Deep Learning Models for Breathing-based Authentication on Resource-Constrained Devices (2018)

A Survey on Deep Learning for Named Entity Recognition (2018)

Computational Intelligence in Sports (2018)

On the Performance of Convolutional Neural Networks for Side-Channel Analysis (2018)

Few-shot Object Detection via Feature Reweighting (2018)

Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning (2018)

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates (2018)

Single-Motor Controlled Tendon-Driven Peristaltic Soft Origami Robot (2018)

Proposal-Free Network for Instance-Level Object Segmentation (2018)

NAIS: Neural Attentive Item Similarity Model for Recommendation (2018)

Multimodal sentiment analysis using hierarchical fusion with context modeling (2018)

Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality (2018)

Automated approach for detection of ischemic stroke using Delaunay Triangulation in brain MRI images. (2018)