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Publication search results
found 233 matches
- 2024
- Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok-Swee Sim, Pey Yun Goh, Chee Peng Lim:
A Framework for Robust Deep Learning Models Against Adversarial Attacks Based on a Protection Layer Approach. IEEE Access 12: 17522-17540 (2024) - 2023
- Mohammed Nasser Al-Andoli, Kok-Swee Sim, Shing Chiang Tan, Pey Yun Goh, Chee Peng Lim:
An Ensemble-Based Parallel Deep Learning Classifier With PSO-BP Optimization for Malware Detection. IEEE Access 11: 76330-76346 (2023) - Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok-Swee Sim, Manjeevan Seera, Chee Peng Lim:
A Parallel Ensemble Learning Model for Fault Detection and Diagnosis of Industrial Machinery. IEEE Access 11: 39866-39878 (2023) - Shogo Sato, Yasuhiro Yao, Taiga Yoshida, Shingo Ando, Jun Shimamura:
Shadow Detection Based on Luminance-LiDAR Intensity Uncorrelation. IEICE Trans. Inf. Syst. 106(9): 1556-1563 (2023) - Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok-Swee Sim, Pey Yun Goh, Chee Peng Lim:
An ensemble deep learning classifier stacked with fuzzy ARTMAP for malware detection. J. Intell. Fuzzy Syst. 44(6): 10477-10493 (2023) - Takumi Takahashi, Hiroki Iimori, Kengo Ando, Koji Ishibashi, Shinsuke Ibi, Giuseppe Thadeu Freitas de Abreu:
Bayesian Receiver Design via Bilinear Inference for Cell-Free Massive MIMO With Low-Resolution ADCs. IEEE Trans. Wirel. Commun. 22(7): 4756-4772 (2023) - Shogo Sato, Yasuhiro Yao, Taiga Yoshida, Takuhiro Kaneko, Shingo Ando, Jun Shimamura:
Unsupervised Intrinsic Image Decomposition with LiDAR Intensity. CVPR 2023: 13466-13475 - Satoshi Suzuki, Shin'ya Yamaguchi, Shoichiro Takeda, Sekitoshi Kanai, Naoki Makishima, Atsushi Ando, Ryo Masumura:
Adversarial Finetuning with Latent Representation Constraint to Mitigate Accuracy-Robustness Tradeoff. ICCV 2023: 4367-4378 - Shogo Sato, Yasuhiro Yao, Taiga Yoshida, Takuhiro Kaneko, Shingo Ando, Jun Shimamura:
Unsupervised Intrinsic Image Decomposition with LiDAR Intensity. CoRR abs/2303.10820 (2023) - Yung-Chin Chen, Shimpei Ando, Daichi Fujiki, Shinya Takamaeda-Yamazaki, Kentaro Yoshioka:
OSA-HCIM: On-The-Fly Saliency-Aware Hybrid SRAM CIM with Dynamic Precision Configuration. CoRR abs/2308.15040 (2023) - Satoshi Suzuki, Shin'ya Yamaguchi, Shoichiro Takeda, Sekitoshi Kanai, Naoki Makishima, Atsushi Ando, Ryo Masumura:
Adversarial Finetuning with Latent Representation Constraint to Mitigate Accuracy-Robustness Tradeoff. CoRR abs/2308.16454 (2023) - Fabio DallaLibera, Shinya Abe, Takeshi Ando:
Efficient Collision Detection Oriented Motion Primitives for Path Planning. CoRR abs/2312.01583 (2023) - Yung-Chin Chen, Shimpei Ando, Daichi Fujiki, Shinya Takamaeda-Yamazaki, Kentaro Yoshioka:
HALO-CAT: A Hidden Network Processor with Activation-Localized CIM Architecture and Layer-Penetrative Tiling. CoRR abs/2312.06086 (2023) - 2022
- Mohammed Nasser Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah:
Parallel stacked autoencoder with particle swarm optimization for community detection in complex networks. Appl. Intell. 52(3): 3366-3386 (2022) - Mohammed Nasser Al-Andoli, Shing Chiang Tan, Kok-Swee Sim, Chee Peng Lim, Pey Yun Goh:
Parallel Deep Learning with a hybrid BP-PSO framework for feature extraction and malware classification. Appl. Soft Comput. 131: 109756 (2022) - Jonathan Moody, Tsukasa Kouno, Jen-Chien Chang, Yoshinari Ando, Piero Carninci, Jay W. Shin, Chung-Chau Hon:
SCAFE: a software suite for analysis of transcribed cis-regulatory elements in single cells. Bioinform. 38(22): 5126-5128 (2022) - Kazuhiko Murasaki, Shingo Ando, Jun Shimamura:
Semi-Supervised Representation Learning via Triplet Loss Based on Explicit Class Ratio of Unlabeled Data. IEICE Trans. Inf. Syst. 105-D(4): 778-784 (2022) - Mohammed Nasser Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah:
Distributed parallel deep learning with a hybrid backpropagation-particle swarm optimization for community detection in large complex networks. Inf. Sci. 600: 94-117 (2022) - Tomohiro Ando, Matthew Greenwood-Nimmo, Yongcheol Shin:
Quantile Connectedness: Modeling Tail Behavior in the Topology of Financial Networks. Manag. Sci. 68(4): 2401-2431 (2022) - Shinnosuke Ando, Sho Tsugawa:
Effects of Random Errors on Graph Convolutional Networks. HICSS 2022: 1-10 - Takafumi Moriya, Takanori Ashihara, Atsushi Ando, Hiroshi Sato, Tomohiro Tanaka, Kohei Matsuura, Ryo Masumura, Marc Delcroix, Takahiro Shinozaki:
Hybrid RNN-T/Attention-Based Streaming ASR with Triggered Chunkwise Attention and Dual Internal Language Model Integration. ICASSP 2022: 8282-8286 - Shin Ando, Ayaka Yamamoto:
Anomaly Detection via Few-Shot Learning on Normality. ECML/PKDD (1) 2022: 275-290 - Yasuhiro Yao, Ryoichi Ishikawa, Shingo Ando, Kana Kurata, Naoki Ito, Jun Shimamura, Takeshi Oishi:
Non-learning Stereo-aided Depth Completion under Mis-projection via Selective Stereo Matching. CoRR abs/2210.01436 (2022) - 2021
- Mohammed Nasser Al-Andoli, Shing Chiang Tan, Wooi Ping Cheah, Sin Yin Tan:
A Review on Community Detection in Large Complex Networks from Conventional to Deep Learning Methods: A Call for the Use of Parallel Meta-Heuristic Algorithms. IEEE Access 9: 96501-96527 (2021) - Yasuhiro Yao, Ryoichi Ishikawa, Shingo Ando, Kana Kurata, Naoki Ito, Jun Shimamura, Takeshi Oishi:
Non-Learning Stereo-Aided Depth Completion Under Mis-Projection via Selective Stereo Matching. IEEE Access 9: 136674-136686 (2021) - Mohammed Nasser Al-Andoli, Wooi Ping Cheah, Shing Chiang Tan:
Deep learning-based community detection in complex networks with network partitioning and reduction of trainable parameters. J. Ambient Intell. Humaniz. Comput. 12(2): 2527-2545 (2021) - Yoshimichi Andoh, Shin'ichi Ichikawa, Tatsuya Sakashita, Noriyuki Yoshii, Susumu Okazaki:
Algorithm to minimize MPI communications in the parallelized fast multipole method combined with molecular dynamics calculations. J. Comput. Chem. 42(15): 1073-1087 (2021) - Mohammed Nasser Al-Andoli, Wooi Ping Cheah, Shing Chiang Tan:
Deep autoencoder-based community detection in complex networks with particle swarm optimization and continuation algorithms. J. Intell. Fuzzy Syst. 40(3): 4517-4533 (2021) - Tomoyuki Arai, Tatsunori Usugi, Tomotoshi Murakami, Shuya Kishimoto, Yoshiyuki Utagawa, Masato Kohtani, Ikuma Ando, Kazuhiro Matsunaga, Chihiro Arai, Shinji Yamaura:
A 77-GHz 8RX3TX Transceiver for 250-m Long-Range Automotive Radar in 40-nm CMOS Technology. IEEE J. Solid State Circuits 56(5): 1332-1344 (2021) - Kasho Yamamoto, Kazushi Kawamura, Kota Ando, Normann Mertig, Takashi Takemoto, Masanao Yamaoka, Hiroshi Teramoto, Akira Sakai, Shinya Takamaeda-Yamazaki, Masato Motomura:
STATICA: A 512-Spin 0.25M-Weight Annealing Processor With an All-Spin-Updates-at-Once Architecture for Combinatorial Optimization With Complete Spin-Spin Interactions. IEEE J. Solid State Circuits 56(1): 165-178 (2021)
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