Publications - Machine Learning SG

Parallel Finger Search Structures (2019)

Seth Gilbert Wei Quan Lim

finger search computer vision computer science artificial intelligence

Leibniz International Proceedings in Informatics Published 2019-10-11
Interaction Relational Network for Mutual Action Recognition (2019)

Mauricio Perez Jun Liu Alex C. Kot

artificial intelligence computer science architecture rgb color model human body +3 more

arXiv preprint arXiv:1910.04963 3 citations Published 2019-10-11
Incorporating Fine-grained Events in Stock Movement Prediction (2019)

Deli Chen Yanyan Zou Keiko Harimoto Ruihan Bao Xuancheng Ren Xu Sun

event structure generalizability theory machine learning computer science baseline +3 more

arXiv preprint arXiv:1910.05078 Published 2019-10-11
Extraction of Octave Spectra Information for Spoofing Attack Detection (2019)

Jichen Yang Rohan Kumar Das Nina Zhou

spoofing attack mel frequency cepstrum octave feature extraction voice activity detection +6 more

IEEE Transactions on Audio, Speech, and Language Processing 7 citations Published 2019-10-11
Easy-to-Deploy API Extraction by Multi-Level Feature Embedding and Transfer Learning (2019)

Suyu Ma Zhenchang Xing Chunyang Chen Cheng Chen Lizhen Qu Guoqiang Li

application programming interface feature engineering word embedding feature extraction artificial neural network +6 more

IEEE Transactions on Software Engineering 6 citations Published 2019-10-11
Identification and Utilization of Copy Number Information for Correcting Hi-C Contact Map of Cancer Cell Line (2019)

Ahmed Ibrahim Samir Khalil Siti Rawaidah Mohammad Muzaki Anupam Chattopadhyay Amartya Sanyal

normalization copy number variation pattern recognition matlab computer science +6 more

bioRxiv 1 citations Published 2019-10-10
Cribriform pattern detection in prostate histopathological images using deep learning models (2019)

Malay Singh Emarene Mationg Kalaw Wang Jie Mundher Al-Shabi Chin Fong Wong Danilo Medina Giron Kian-Tai Chong Maxine Tan Zeng Zeng Hwee Kuan Lee

cribriform contextual image classification deep learning h e stain prostate +6 more

arXiv preprint arXiv:1910.04030 Published 2019-10-09
Beyond Word for Word: Fact Guided Training for Neural Data-to-Document Generation (2019)

Feng Nie Hailin Chen Jinpeng Wang Rong Pan Chin-Yew Lin

information extraction reinforcement learning natural language processing computer science reference data +2 more

CCF International Conference on Natural Language Processing and Chinese Computing Published 2019-10-09
An Alternative Theory of Binocularity. (2019)

Cherlyn J. Ng Cherlyn J. Ng Dale Purves Dale Purves

binocular vision stereopsis ocular dominance correspondence problem perception +6 more

Frontiers in Computational Neuroscience Published 2019-10-09
DEVDAN: Deep Evolving Denoising Autoencoder (2019)

Andri Ashfahani Mahardhika Pratama Edwin Lughofer Yew Soon Ong

discriminative model data stream network architecture pattern recognition computer science +5 more

arXiv preprint arXiv:1910.04062 2 citations Published 2019-10-08
Cross-modal size-contrast illusion: Acoustic increases in intensity and bandwidth modulate haptic representation of object size. (2019)

Maiko Uesaki Maiko Uesaki Hiroshi Ashida Akiyoshi Kitaoka Achille Pasqualotto Achille Pasqualotto Achille Pasqualotto

ebbinghaus illusion illusion sensory substitution observer haptic technology +6 more

Scientific Reports Published 2019-10-08
Compendiums of cancer transcriptomes for machine learning applications (2019)

Su Bin Lim Swee Jin Tan Wan-Teck Lim Wan-Teck Lim Chwee Teck Lim

test set preprocessor informatics machine learning computer science +4 more

Scientific Data 2 citations Published 2019-10-08
Bayesian weighted Mendelian randomization for causal inference based on summary statistics. (2019)

Jia Zhao Jia Zhao Jingsi Ming Xianghong Hu Xianghong Hu Gang Chen Jin Liu Can Yang

causal inference mendelian randomization analysis mendelian randomization inference bayes theorem +6 more

Bioinformatics 3 citations Published 2019-10-08
ATL: Autonomous Knowledge Transfer from Many Streaming Processes (2019)

Mahardhika Pratama Marcus de Carvalho Renchunzi Xie Edwin Lughofer Jie Lu

transfer of learning deep learning discriminative model machine learning knowledge transfer +6 more

arXiv preprint arXiv:1910.03434 Published 2019-10-08
Improving Relation Extraction with Knowledge-attention (2019)

Pengfei Li Kezhi Mao Xuefeng Yang Qi Li

relationship extraction encoder machine learning computer science artificial intelligence +1 more

arXiv preprint arXiv:1910.02724 Published 2019-10-07
Compressed Video Action Recognition with Refined Motion Vector (2019)

Haoyuan Cao Shining Yu Jiashi Feng

video processing motion vector data compression optical flow redundancy +6 more

arXiv preprint arXiv:1910.02533 Published 2019-10-06
Stacked Autoencoder Based Deep Random Vector Functional Link Neural Network for Classification (2019)

Rakesh Katuwal P.N. Suganthan

autoencoder artificial neural network extreme learning machine feature extraction classifier +6 more

arXiv preprint arXiv:1910.01858 Published 2019-10-04
Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG (2019)

Xucheng Liu Ting Li Cong Tang Tao Xu Peng Chen Anastasios Bezerianos Hongtao Wang

dynamic functional connectivity electroencephalography human brain discriminative model pattern recognition +6 more

IEEE Access 6 citations Published 2019-10-02
Zero-Shot Anticipation for Instructional Activities (2019)

Fadime Sener Angela Yao

anticipation natural language visualization robot hierarchical database model +5 more

2019 IEEE/CVF International Conference on Computer Vision (ICCV) 9 citations Published 2019-10-01
Y-Net: a one-to-two deep learning framework for digital holographic reconstruction. (2019)

Kaiqiang Wang Jiazhen Dou Qian Kemao Jianglei Di Jianlin Zhao

light intensity holography image processing deep learning computer vision +4 more

Optics Letters 19 citations Published 2019-10-01

Previous Next

Parallel Finger Search Structures (2019)

Interaction Relational Network for Mutual Action Recognition (2019)

Incorporating Fine-grained Events in Stock Movement Prediction (2019)

Extraction of Octave Spectra Information for Spoofing Attack Detection (2019)

Easy-to-Deploy API Extraction by Multi-Level Feature Embedding and Transfer Learning (2019)

Identification and Utilization of Copy Number Information for Correcting Hi-C Contact Map of Cancer Cell Line (2019)

Cribriform pattern detection in prostate histopathological images using deep learning models (2019)

Beyond Word for Word: Fact Guided Training for Neural Data-to-Document Generation (2019)

An Alternative Theory of Binocularity. (2019)

DEVDAN: Deep Evolving Denoising Autoencoder (2019)

Cross-modal size-contrast illusion: Acoustic increases in intensity and bandwidth modulate haptic representation of object size. (2019)

Compendiums of cancer transcriptomes for machine learning applications (2019)

Bayesian weighted Mendelian randomization for causal inference based on summary statistics. (2019)

ATL: Autonomous Knowledge Transfer from Many Streaming Processes (2019)

Improving Relation Extraction with Knowledge-attention (2019)

Compressed Video Action Recognition with Refined Motion Vector (2019)

Stacked Autoencoder Based Deep Random Vector Functional Link Neural Network for Classification (2019)

Emotion Recognition and Dynamic Functional Connectivity Analysis Based on EEG (2019)

Zero-Shot Anticipation for Instructional Activities (2019)

Y-Net: a one-to-two deep learning framework for digital holographic reconstruction. (2019)