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ORCIDIJCNN 2020: Glasgow, UK
- 2020 International Joint Conference on Neural Networks, IJCNN 2020, Glasgow, United Kingdom, July 19-24, 2020. IEEE 2020, ISBN 978-1-7281-6926-2
- Stanislaw J. Purgal:
Improving Expressivity of Graph Neural Networks. 1-7 - Xinyue Liang, Alireza M. Javid, Mikael Skoglund, Saikat Chatterjee:
A Low Complexity Decentralized Neural Net with Centralized Equivalence using Layer-wise Learning. 1-8 - Gitesh Dawer, Yangzi Guo, Adrian Barbu:
Generating Compact Tree Ensembles via Annealing. 1-8 - Celso A. M. Lopes Junior
, Matheus Henrique M. da Silva, Byron Leite Dantas Bezerra, Bruno José Torres Fernandes, Donato Impedovo:
FCN+RL: A Fully Convolutional Network followed by Refinement Layers to Offline Handwritten Signature Segmentation. 1-7 - Ying Chen, Jingwei Zheng, Dagang Li:
Sparse Attributed Network Embedding via Adaptively Aggregating Neighborhood Information. 1-8 - Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri:
A Computational Intelligence Characterization of Solar Magnetograms. 1-8 - Daniele Castellana, Davide Bacciu:
Generalising Recursive Neural Models by Tensor Decomposition. 1-8 - Indu John, Shalabh Bhatnagar:
Deep Reinforcement Learning with Successive Over-Relaxation and its Application in Autoscaling Cloud Resources. 1-6 - Tomoyuki Togawa, Toshimichi Saito:
Connection Sparsification and Orbit Stabilization of Dynamic Binary Neural Networks based on Multiobjective Evolutionary Algorithms. 1-6 - Samuel Spillane, Kristopher H. Jung, Kate Bowers, Ture Peken, Michael M. Marefat, Tamal Bose:
Machine Learning Based MIMO Equalizer for High Frequency (HF) Communications. 1-8 - Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz, Shuai Zhang, Chris D. Nugent:
Minority Oversampling Using Sensitivity. 1-7 - Victor Henrique Alves Ribeiro, Pedro H. L. S. P. Domingues, Paulo Rodrigo Cavalin, Gilberto Reynoso-Meza, Helon Vicente Hultmann Ayala, Luís Fernando Alzuguir Azevedo:
Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines. 1-8 - Hao Cheng, Kaijie Wu, Kai Ma, Jie Tian, Rui Xu, Chaochen Gu, Xinping Guan:
Double Attention for Pathology Image Diagnosis Network with Visual Interpretability. 1-8 - Amrut Sekhar Panda, Ravi Prakash, Laxmidhar Behera, Ashish Dutta:
Combined Online and Offline Inverse Dynamics Learning for a Robot Manipulator. 1-7 - Siyuan Chen, Julien Epps:
Multimodal Event-based Task Load Estimation from Wearables. 1-9 - Jiayin Lin, Zhexuan Zhou, Geng Sun, Jun Shen, David Pritchard, Tingru Cui, Dongming Xu, Li Li, Ghassan Beydoun:
Deep Sequence Labelling Model for Information Extraction in Micro Learning Service. 1-10 - Iana Sereda, Sergey Alekseev, Aleksandra Koneva, Alexey Khorkin, Grigory V. Osipov:
Problems of representation of electrocardiograms in convolutional neural networks. 1-6 - Abdulrahman Altahhan:
True Online TD(λ)-Replay An Efficient Model-free Planning with Full Replay. 1-7 - Yong Yu, Haina Tang, Fei Wang, Lin Wu, Tangwen Qian, Tao Sun, Yongjun Xu:
TULSN: Siamese Network for Trajectory-user Linking. 1-8 - Meng Cao, Xiying Ma, Kai Zhu, Ming Xu, Chongjun Wang:
Heterogeneous Information Network Embedding with Convolutional Graph Attention Networks. 1-8 - Dong Chen, Miaomiao Cheng, Chen Min, Liping Jing:
Unsupervised Deep Imputed Hashing for Partial Cross-modal Retrieval. 1-8 - Amina Asif, Fayyaz ul Amir Afsar Minhas:
Generalized Neural Framework for Learning with Rejection. 1-8 - Zhenlin Fan, Guoqiang Zhong, Hongxu Wei, Haitao Li:
EDNet: A Mesoscale Eddy Detection Network with Multi-Modal Data. 1-7 - Nan Zhou, Wenjian Luo, Xin Lin, Peilan Xu, Zhenya Zhang:
Generating Multi-label Adversarial Examples by Linear Programming. 1-8 - Ricardo Cardoso Pereira, Pedro Henriques Abreu, Pedro Pereira Rodrigues:
VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data. 1-7 - Mun Kit Ho, Sivanagaraja Tatinati, Andy W. H. Khong:
Distilling Essence of a Question: A Hierarchical Architecture for Question Quality in Community Question Answering Sites. 1-7 - Manuel Baltieri:
A Bayesian perspective on classical control. 1-8 - Linshan Shen, Shaobin Huang, Xiangke Mao:
A reputation-enhanced model for trust-based collaborative filtering recommender system. 1-7 - Shaeke Salman, Canlin Zhang, Xiuwen Liu, Washington Mio:
Towards Quantifying Intrinsic Generalization of Deep ReLU Networks. 1-9 - Zishan Ahmad, Mukuntha N. S., Asif Ekbal, Pushpak Bhattacharyya:
Tweet to News Conversion: An Investigation into Unsupervised Controllable Text Generation. 1-8 - Karliane M. O. Vale, Flavius L. Gorgônio, Yago N. Araújo, Arthur C. Gorgônio, Anne Magály de Paula Canuto:
A Co-Training-based Algorithm Using Confidence Values to Select Instances. 1-7 - Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri:
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution. 1-8 - Soha A. Nossier, Julie A. Wall, Mansour Moniri, Cornelius Glackin, Nigel Cannings:
Mapping and Masking Targets Comparison using Different Deep Learning based Speech Enhancement Architectures. 1-8 - Fayez Alharbi, Lahcen Ouarbya, Jamie A. Ward:
Synthetic Sensor Data for Human Activity Recognition. 1-9 - Artem Pimkin, Alexander Samoylenko, Natalia Antipina, Anna Ovechkina, Andrey Golanov, Alexandra Dalechina, Mikhail Belyaev:
Multidomain CT Metal Artifacts Reduction Using Partial Convolution Based Inpainting. 1-6 - Mohammed Bany Muhammad, Mohammed Yeasin:
Eigen-CAM: Class Activation Map using Principal Components. 1-7 - Florian Mirus, Terrence C. Stewart, Jörg Conradt:
The Importance of Balanced Data Sets: Analyzing a Vehicle Trajectory Prediction Model based on Neural Networks and Distributed Representations. 1-8 - Sheng Wei Pang, Chai Quek, Dilip K. Prasad:
GEMM-eMFIS (FRI/E): A Novel General Episodic Memory Mechanism For Fuzzy Neural Networks. 1-8 - Paulo Lacerda, José González, Nazareth Rocha, Flávio Luiz Seixas, Célio Albuquerque, Esteban Clua, Aura Conci:
A Parallel Method for Anatomical Structure Segmentation based on 3D Seeded Region Growing. 1-6 - Varun Bhatt, Shrivastava Shalini, Tanmay Chavan, Udayan Ganguly:
Software-Level Accuracy Using Stochastic Computing With Charge-Trap-Flash Based Weight Matrix. 1-8 - Zhong-Qiu Zhao, Yue-Lin Sun, Nan-Xun Wang, Weidong Tian:
Extricating from GroundTruth: An Unpaired Learning Based Evaluation Metric for Image Captioning. 1-8 - Yuxuan Sun, Keying Chen, Lin Sun, Chenlu Hu:
Attention-based Deep Learning Model for Text Readability Evaluation. 1-8 - Yi Han, David Hubczenko, Paul Montague, Olivier Y. de Vel, Tamas Abraham, Benjamin I. P. Rubinstein, Christopher Leckie, Tansu Alpcan, Sarah M. Erfani:
Adversarial Reinforcement Learning under Partial Observability in Autonomous Computer Network Defence. 1-8 - Zhen Wang, Qiansheng Wang, Chengguo Lv, Xue Cao, Guohong Fu:
Unseen Target Stance Detection with Adversarial Domain Generalization. 1-8 - Yu Quan, Zhixin Li, Canlong Zhang, Huifang Ma:
Object Detection by Integrating Scene-Level Semantic Information and Border Regression Reinforcement. 1-8 - Wei Hong Chin, Nuo Wi Noel Tay, Naoyuki Kubota, Chu Kiong Loo:
A Lightweight Neural-Net with Assistive Mobile Robot for Human Fall Detection System. 1-6 - Mario I. Chacon Murguia, Eduardo Rivas-Posada:
Feature Extraction Evaluation for Two Motor Imagery Recognition Based on Common Spatial Patterns, Time-Frequency Transformations and SVM. 1-7 - Paula Carroll:
Exploring Smart Grid Time-of-Use Tariffs using a Robust Optimisation Framework. 1-6 - Eduardo Castro, José Costa Pereira, Jaime S. Cardoso:
Soft Rotation Equivariant Convolutional Neural Networks. 1-8 - Jun Niu:
End-to-End JPEG Decoding and Artifacts Suppression Using Heterogeneous Residual Convolutional Neural Network. 1-8 - Jinwei Xing, Xinyun Zou, Jeffrey L. Krichmar:
Neuromodulated Patience for Robot and Self-Driving Vehicle Navigation. 1-8 - Azzeddine Rachid Benaissa, Azza Harbaoui, Henda Hajjami Ben Ghézala:
Classification of Cyberbullying Text in Arabic. 1-7 - Chandresh S. Kanani, Sriparna Saha, Pushpak Bhattacharyya:
Improving Diversity and Reducing Redundancy in Paragraph Captions. 1-8 - Maksim Podkorytov, Daniel Bis, Jinglun Cai, Kobra Amirizirtol, Xiuwen Liu:
Effects of Architecture and Training on Embedding Geometry and Feature Discriminability in BERT. 1-8 - Joohi Chauhan, Puneet Goyal:
Deep Learning based fully automatic efficient Burn Severity Estimators for better Burn Diagnosis. 1-8 - Zezheng Zhang, Matloob Khushi:
GA-MSSR: Genetic Algorithm Maximizing Sharpe and Sterling Ratio Method for RoboTrading. 1-8 - Johny Moreira, Chaina Santos Oliveira, David L. Macêdo, Cleber Zanchettin, Luciano Barbosa:
Distantly-Supervised Neural Relation Extraction with Side Information using BERT. 1-7 - Zijia Zhang, Yaoming Cai, Wenyin Gong, Xiaobo Liu, Zhihua Cai:
Graph Convolutional Extreme Learning Machine. 1-8 - Alexis Juven, Xavier Hinaut:
Cross-Situational Learning with Reservoir Computing for Language Acquisition Modelling. 1-8 - Nozomu Ohta, Shin Kawai, Hajime Nobuhara:
Analysis and Learning of Capsule Networks Robust for Small Image Deformation. 1-7 - Emna Amri, Alexandre Benoît, Philippe Bolon, Véronique Miegebielle, Bruno Conche, Georges Oppenheim:
Offshore Oil Slicks Detection From SAR Images Through The Mask-RCNN Deep Learning Model. 1-8 - Oleg A. Kuzenkov, Andrew Morozov, Galina Kuzenkova:
Machine learning evaluating evolutionary fitness in complex biological systems. 1-7 - Daniele M. Papetti, Simone Spolaor, Daniela Besozzi, Paolo Cazzaniga, Marco Antoniotti, Marco S. Nobile:
On the automatic calibration of fully analogical spiking neuromorphic chips. 1-8 - Aleksandra Maria Osowska-Kurczab, Tomasz Markiewicz, Miroslaw Dziekiewicz, Malgorzata Lorent:
Textural and deep learning methods in recognition of renal cancer types based on CT images. 1-8 - István Megyeri, István Hegedüs, Márk Jelasity:
Adversarial Robustness of Model Sets. 1-8 - Sergey V. Sidorov, Nikolai Yu. Zolotykh:
Linear and Fisher Separability of Random Points in the d-dimensional Spherical Layer. 1-6 - Abbas Raza Ali:
Multi-Dialect Arabic Speech Recognition. 1-7 - Matthias Rottmann, Pascal Colling, Thomas-Paul Hack, Robin Chan, Fabian Hüger, Peter Schlicht, Hanno Gottschalk:
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities. 1-9 - Luca Verderame, Davide Caputo, Andrea Romdhana, Alessio Merlo:
On the (Un)Reliability of Privacy Policies in Android Apps. 1-9 - Arthur Bridi Guazzelli, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks. 1-8 - Yifeng Li, Xiaodan Zhu, Richard Naud, Pengcheng Xi:
Capsule Deep Generative Model That Forms Parse Trees. 1-8 - Kaige Wang, Qingyu Xiong, Chao Wu, Min Gao, Yang Yu:
Multi-modal cyberbullying detection on social networks. 1-8 - Virgínia Xavier Nunes, Aldísio Gonçalves Medeiros, Francisco H. S. Silva, Gabriel Maia Bezerra, Pedro P. R. Filho:
Adaptive Level Set with region analysis via Mask R-CNN: A comparison against classical methods. 1-8 - Sanjana Sinha, Sandika Biswas, Brojeshwar Bhowmick:
Identity-Preserving Realistic Talking Face Generation. 1-10 - Anmol Bhasin, Gaurav Mathur, Promod Yenigalla, Bharatram S. Natarajan:
Phoneme based Domain Prediction for Language Model Adaptation. 1-6 - Jen-Tzung Chien, Chih-Jung Tsai:
Amortized Mixture Prior for Variational Sequence Generation. 1-6 - Dehua Chen, Amir Jalilifard, Adriano Veloso, Nivio Ziviani:
Modeling Pharmacological Effects with Multi-Relation Unsupervised Graph Embedding. 1-7 - Stefan Duffner, Christophe Garcia:
Multiple Instance Learning for Training Neural Networks under Label Noise. 1-7 - Guan-Ru Huang, Tien-Ruey Hsiang:
A Simplified Deep Network Architecture on Optic Cup and Disc Segmentation. 1-7 - Daniel Gibert, Carles Mateu, Jordi Planes:
Orthrus: A Bimodal Learning Architecture for Malware Classification. 1-8 - Yun Long, Edward Lee, Daehyun Kim, Saibal Mukhopadhyay:
Flex-PIM: A Ferroelectric FET based Vector Matrix Multiplication Engine with Dynamical Bitwidth and Floating Point Precision. 1-8 - Yundong Li, Chen Lin, Wei Hu, Han Dong:
Improving Feature's Capability of Carrying Category-specific Information for Adversarial Domain Adaptation. 1-8 - Daniele Salvati, Carlo Drioli, Gian Luca Foresti:
Two-Microphone End-to-End Speaker Joint Identification and Localization Via Convolutional Neural Networks. 1-6 - Shiori Kuramoto, Hideyuki Sawada, Pitoyo Hartono:
Visualization of topographical internal representation of learning robots. 1-7 - Purbaditya Bhattacharya, Udo Zölzer:
Convolutional Neural Network with Inception Blocks for Image Compression Artifact Reduction. 1-8 - Matthia Sabatelli, Gilles Louppe, Pierre Geurts, Marco A. Wiering:
The Deep Quality-Value Family of Deep Reinforcement Learning Algorithms. 1-8 - Shaeke Salman, Seyedeh Neelufar Payrovnaziri, Xiuwen Liu, Pablo Rengifo-Moreno, Zhe He:
DeepConsensus: Consensus-based Interpretable Deep Neural Networks with Application to Mortality Prediction. 1-8 - Camila Kolling, Jonatas Wehrmann, Rodrigo C. Barros:
Component Analysis for Visual Question Answering Architectures. 1-8 - César Montenegro, Roberto Santana, José Antonio Lozano:
Transfer learning in hierarchical dialogue topic classification with neural networks*. 1-8 - Arun M. George, Dighanchal Banerjee, Sounak Dey, Arijit Mukherjee, P. Balamurali:
A Reservoir-based Convolutional Spiking Neural Network for Gesture Recognition from DVS Input. 1-9 - Huaming Chen, Yaochu Jin, Lei Wang, Chi-Hung Chi, Jun Shen:
HIME: Mining and Ensembling Heterogeneous Information for Protein-Protein Interactions Prediction. 1-8 - Essam Soliman Debie, Nour Moustafa, Monica T. Whitty:
A Privacy-Preserving Generative Adversarial Network Method for Securing EEG Brain Signals. 1-8 - Raghu Yelugam, Leonardo Enzo Brito da Silva, Donald C. Wunsch:
TopoBARTMAP: Biclustering ARTMAP with or without Topological Methods in a Blood Cancer Case Study. 1-8 - André G. C. Pacheco, Thomas Trappenberg, Renato A. Krohling:
Learning dynamic weights for an ensemble of deep models applied to medical imaging classification. 1-8 - Daisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi:
Multi-Decoder RNN Autoencoder Based on Variational Bayes Method. 1-8 - Lei Sha, Chen Shi, Qi Chen, Lintao Zhang, Houfeng Wang:
Estimating Minimum Operation Steps via Memory-based Recurrent Calculation Network. 1-8 - Ananya Gupta, Simon Watson, Hujun Yin:
3D Point Cloud Feature Explanations Using Gradient-Based Methods. 1-8 - Francisco Lucas Falcao Pereira, Iago Castro Chaves, João Paulo Pordeus Gomes, Javam C. Machado:
Using Autoencoders for Anomaly Detection in Hard Disk Drives. 1-7 - Luca Baldini, Alessio Martino, Antonello Rizzi:
Exploiting Cliques for Granular Computing-based Graph Classification. 1-9 - Matheus Henrique Dal Molin Ribeiro, Ramon Gomes da Silva, Cristiane Canton, Naylene Fraccanabbia, Viviana Cocco Mariani, Leandro dos Santos Coelho:
Electricity energy price forecasting based on hybrid multi-stage heterogeneous ensemble: Brazilian commercial and residential cases. 1-8 - Máté Mohácsi, Márk Patrik Török, Sára Sáray, Szabolcs Káli:
A unified framework for the application and evaluation of different methods for neural parameter optimization. 1-7 - Stanislaw Osowski, Lukasz Sierenski:
Prediction of Customer Status in Corporate Banking Using Neural Networks. 1-6 - Nicole Hallett, Kai Yi, Josef Dick, Christopher Hodge, Gerard Sutton, Yu Guang Wang, Jingjing You:
Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus. 1-7 - Pedro H. M. Braga, Heitor R. Medeiros, Hansenclever F. Bassani:
Deep Categorization with Semi-Supervised Self-Organizing Maps. 1-7 - Amir Aminifar:
Universal Adversarial Perturbations in Epileptic Seizure Detection. 1-6 - Motoshi Abe, Jun'ichi Miyao, Takio Kurita:
Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural Network. 1-8 - Japa Sai Sharath, Banafsheh Rekabdar:
Question Answering over Knowledge Base using Language Model Embeddings. 1-8 - Louis Annabi, Alexandre Pitti, Mathias Quoy:
Autonomous learning and chaining of motor primitives using the Free Energy Principle. 1-8 - Huajie Wang, Lei Chen, Mei Li, Mengnan Chen:
GuideSQL: Utilizing Tables to Guide the Prediction of Columns for Text-to-SQL Generation. 1-7 - Danilo Coura Moreira, Eanes Torres Pereira, Marco Álvarez:
PEDA 376K: A Novel Dataset for Deep-Learning Based Porn-Detectors. 1-8 - Sreejita Ghosh, Peter Tiño, Kerstin Bunte:
Visualisation and knowledge discovery from interpretable models. 1-8 - Wentao Zhang, Hao Cheng, Jun Gan:
MUNet: A Multi-scale U-Net Framework for Medical Image Segmentation. 1-7 - Giulia Serafini, Ping Yi, Qingquan Zhang, Marco Brambilla, Jiayue Wang, Yiwei Hu, Beibei Li:
Sentiment-Driven Price Prediction of the Bitcoin based on Statistical and Deep Learning Approaches. 1-8 - Takenori Obo, Ryoya Hase, Kohei Kobayashi, Kotaro Sueta, Takeru Nakano, Duk Shin:
Cognitive Modeling Based on Perceiving-Acting Cycle in Robotic Avatar System for Disabled Patients. 1-6 - Jiajia Liu, Hongning Dai, Bo Li, Gaozhong Tang:
Distance-Guided Mask Propagation Model for Efficient Video Object Segmentation. 1-8 - Weslley L. Caldas, João P. V. Madeiro, César Lincoln C. Mattos, João Paulo Pordeus Gomes:
A New Methodology for Classifying QRS Morphology in ECG Signals. 1-9 - Alexander Rast, Mahyar Shahsavari, Graeme M. Bragg, Mark Vousden, David B. Thomas, Andrew D. Brown:
A Hardware/Application Overlay Model for Large-Scale Neuromorphic Simulation. 1-9 - Xuejie Zhang, Samarth Agarwal, Ruth Choy, Kay Jan Wong, Lecia Lim, Ying Yang Lee, John Jianan Lu:
Personalized Digital Customer Services for Consumer Banking Call Centre using Neural Networks. 1-7 - Peyman Rasouli, Ingrid Chieh Yu:
EXPLAN: Explaining Black-box Classifiers using Adaptive Neighborhood Generation. 1-9 - Ricardo Batista das Neves Junior, Luiz Felipe Verçosa, David Macedo, Byron Leite Dantas Bezerra, Cleber Zanchettin:
A Fast Fully Octave Convolutional Neural Network for Document Image Segmentation. 1-6 - Boxin Li, Tingwen Liu, Bin Wang, Lihong Wang:
Label Noise Robust Curriculum for Deep Paraphrase Identification. 1-8 - Zezhou Chen, Irena Koprinska:
Ensemble Methods for Solar Power Forecasting. 1-8 - Rafal Grycuk, Rafal Scherer:
Novel Fast Binary Hash for Content-based Solar Image Retrieval. 1-7 - Quanbin Wang, Ying Tan:
Grammatical Error Detection with Self Attention by Pairwise Training. 1-7 - Dongfang Liu, Yiming Cui, Zhiwen Cao, Yingjie Victor Chen:
A Large-scale Simulation Dataset: Boost the Detection Accuracy for Special Weather Conditions. 1-8 - Hangyu Xia, Neng Gao, Jia Peng, Jingjie Mo, Jiong Wang:
Binarized Attributed Network Embedding via Neural Networks. 1-8 - Nhan Dam, Trung Le, Viet Huynh, Dinh Phung:
Stein Variational Gradient Descent with Variance Reduction. 1-8 - Pei Huo, Yan Yang, Jie Zhou, Chengcai Chen, Liang He:
TERG: Topic-Aware Emotional Response Generation for Chatbot. 1-8 - Linshu Ouyang, Yongzheng Zhang, Yipeng Wang:
Unified Graph Embedding-Based Anomalous Edge Detection. 1-8 - Hojjat Rakhshani, Hassan Ismail Fawaz, Lhassane Idoumghar, Germain Forestier, Julien Lepagnot, Jonathan Weber, Mathieu Brévilliers, Pierre-Alain Muller:
Neural Architecture Search for Time Series Classification. 1-8 - Wanyu Zhao, Bairong Li, Qinghua Gu, Yuesheng Zhu:
Improved Hierarchical Clustering with Non-locally Enhanced Features for Unsupervised Person Re-identification. 1-8 - Claudio Gallicchio, Alessio Micheli:
Ring Reservoir Neural Networks for Graphs. 1-7 - Rohollah Moghadam, Pappa Natarajan, Raghavan Krishnan, Sarangapani Jagannathan:
Online Optimal Adaptive Control of a Class of Uncertain Nonlinear Discrete-time Systems. 1-6 - Achyut Mani Tripathi, Rashmi Dutta Baruah:
Multivariate Time Series Classification With An Attention-Based Multivariate Convolutional Neural Network. 1-8 - Anna Sergeevna Bosman, Andries P. Engelbrecht, Mardé Helbig:
Loss Surface Modality of Feed-Forward Neural Network Architectures. 1-8 - Alejandro Barredo Arrieta, Javier Del Ser:
Plausible Counterfactuals: Auditing Deep Learning Classifiers with Realistic Adversarial Examples. 1-7 - Yingda Guan, Zuochang Ye, Yan Wang:
Object Detection with Extended Attention and Spatial Information. 1-8 - Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Data-efficient Online Classification with Siamese Networks and Active Learning. 1-7 - Md. Sultan Mahmud, Faruk Ahmed, Mohammed Yeasin, Claude Alain, Gavin M. Bidelman:
Multivariate Models for Decoding Hearing Impairment using EEG Gamma-Band Power Spectral Density. 1-7 - Taghreed Alqaisi, Alexandros Komninos, Simon O'Keefe:
Dependency Based Bilingual word Embeddings without word alignment. 1-6 - Hui Shi, Wei Ma, Xiaoliang Zhang, Junyan Jiang, Yanbing Liu, Shujuan Chen:
A Hybrid Paper Recommendation Method by Using Heterogeneous Graph and Metadata. 1-8 - Samuele Cornell, Emanuele Principi, Stefano Squartini:
A Novel Adversarial Training Scheme for Deep Neural Network based Speech Enhancement. 1-8 - Wanting Zhao, Hao Xu, Wenzhuo Huang, Jinkui Xie:
Higher-Order Heterogeneous Graph Convolutional Network Based on Meta-Paths. 1-8 - Pierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Sylvain Saïghi:
Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning Rules. 1-8 - Amirreza Salamat, Xiao Luo, Ali Jafari:
BalNode2Vec: Balanced Random Walk based Versatile Feature Learning for Networks. 1-8 - Gianluca Bontempi:
Learning causal dependencies in large-variate time series. 1-7 - Yuxuan Zhang, Yuanxiang Li, Xian Wei, Lei Jia:
Adaptive Spatio-Temporal Graph Convolutional Neural Network for Remaining Useful Life Estimation. 1-7 - Yongchi Zhang, Ping Wei, Huan Li, Nanning Zheng:
Multiscale Adaptation Fusion Networks for Depth Completion. 1-7 - Fernando M. de Paula Neto, Gustavo I. S. Filho, Cláudio A. Monteiro:
Approaches to Avoid Overfitting in a Quantum Perceptron. 1-8 - Hadi Akbarzadeh Khorshidi, Michael Kirley, Uwe Aickelin:
Machine learning with incomplete datasets using multi-objective optimization models. 1-8 - Victor G. O. M. Nicola, Renata C. B. Madeo, Sarajane M. Peres:
Systematic study on dimensionality reduction in the gesture phase segmentation problem. 1-8 - Yunlong Meng, Fengliang Qi, Heng Zuo, Bo Chen, Xian Yuan, Yao Xiao:
Multi-step LSTM Prediction Model for Visibility Prediction. 1-8 - Yanze Min, Hang Su, Jun Zhu, Bo Zhang:
Discrete Memory Addressing Variational Autoencoder for Visual Concept Learning. 1-8 - Hussain Mohammed Dipu Kabir, Abbas Khosravi, Darius Nahavandi, Saeid Nahavandi:
Uncertainty Quantification Neural Network from Similarity and Sensitivity. 1-8 - Edgar Macias-Garcia, Deysy Galeana Pérez, Eduardo Bayro-Corrochano:
CNN Based Perception System for Collision Avoidance in Mobile Robots using Stereo Vision. 1-7 - Rahul Mehta, Müge Karaman:
Correlated Mixed Membership Modeling for Somatic Mutations. 1-8 - Martín Naya-Varela, Andrés Faiña, Richard J. Duro:
An Experiment in Morphological Development for Learning ANN Based Controllers. 1-8 - Yi Ding, Neethu Robinson, Qiuhao Zeng, Duo Chen, Aung Aung Phyo Wai, Tih Shih Lee, Cuntai Guan:
TSception: A Deep Learning Framework for Emotion Detection Using EEG. 1-7 - Haowen Fang, Amar Shrestha, Qinru Qiu:
Multivariate Time Series Classification Using Spiking Neural Networks. 1-7 - Dennis Bautembach, Iason Oikonomidis, Nikolaos Kyriazis, Antonis A. Argyros:
Faster and Simpler SNN Simulation with Work Queues. 1-8 - Phung Lai, NhatHai Phan, Han Hu, Anuja Badeti, David Newman, Dejing Dou:
Ontology-based Interpretable Machine Learning for Textual Data. 1-10 - Sayantani Ghosh, Mousumi Laha, Amit Konar, Pratyusha Rakshit, Atulya K. Nagar:
Vowel Sound Imagery Decoding by a Capsule Network for the Design of an Automatic Mind-Driven Type-Writer. 1-8 - Tiago Colliri, Weiguang Liu, Liang Zhao:
An Optimized Modularity-Based High Level Classification Model. 1-8 - Heitor Murilo Gomes, Jacob Montiel, Saulo Martiello Mastelini, Bernhard Pfahringer, Albert Bifet:
On Ensemble Techniques for Data Stream Regression. 1-8 - Hiram Ponce, Lourdes Martínez-Villaseñor:
Comparative Analysis of Artificial Hydrocarbon Networks versus Convolutional Neural Networks in Human Activity Recognition. 1-7 - Guillaume Padiolleau, Olivier Bach, Alain Hugget, Denis Penninckx, Frédéric Alexandre:
A Structure of Restricted Boltzmann Machine for Modeling System Dynamics. 1-8 - Zhihao Chen, Alain Lalande, Michel Salomon, Thomas Decourselle, Thibaut Pommier, Gilles Perrot, Raphaël Couturier:
Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information. 1-8 - Xiaoyi Chen, Ni Zhang:
Layer-wise Adversarial Training Approach to Improve Adversarial Robustness. 1-8 - Hua Zuo, Jie Lu, Guangquan Zhang:
Multiple-source Domain Adaptation in Rule-based Neural Network. 1-6 - Andronicus Ayobami Akinyelu:
Bio-inspired technique for improving machine learning speed and big data processing. 1-8 - Lourdes Martínez-Villaseñor, Hiram Ponce, José Núñez-Martínez, Sofía Pacheco:
Online Testing in Machine Learning Approach for Fall Detection. 1-8 - Vithursan Thangarasa, Thomas Miconi, Graham W. Taylor:
Enabling Continual Learning with Differentiable Hebbian Plasticity. 1-8 - Jun Yamada, John Shawe-Taylor, Zafeirios Fountas:
Evolution of a Complex Predator-Prey Ecosystem on Large-scale Multi-Agent Deep Reinforcement Learning. 1-8 - Guillaume Hocquet, Olivier Bichler, Damien Querlioz:
OvA-INN: Continual Learning with Invertible Neural Networks. 1-7 - Syed Qaisar Jalil, Mubashir Husain Rehmani, Stephan K. Chalup:
DQR: Deep Q-Routing in Software Defined Networks. 1-8 - Kostadin Cvejoski, Ramsés J. Sánchez, Bogdan Georgiev, Christian Bauckhage, César Ojeda:
Recurrent Point Review Models. 1-8 - Tiago Pimentel, Marianne Monteiro, Adriano Veloso, Nivio Ziviani:
Deep Active Learning for Anomaly Detection. 1-8 - Ziyi Zhao, Haowen Fang, Zhao Jin, Qinru Qiu:
GISNet: Graph-Based Information Sharing Network For Vehicle Trajectory Prediction. 1-7 - Ziqiang Li, Gouhei Tanaka:
HP-ESN: Echo State Networks Combined with Hodrick-Prescott Filter for Nonlinear Time-Series Prediction. 1-9 - Charles R. Day, Edward K. Chadwick, Dimitra Blana:
A comparative evaluation of time-delay, deep learning and echo state neural networks when used as simulated transhumeral prosthesis controllers. 1-7 - Matheus T. Guimarães, Aldísio Gonçalves Medeiros, Jefferson S. Almeida, Marcos Falcão y Martin, Robertas Damasevicius, Rytis Maskeliunas, César Lincoln Cavalcante Mattos, Pedro Pedrosa Rebouças Filho:
An Optimized Approach to Huntington's Disease Detecting via Audio Signals Processing with Dimensionality Reduction. 1-8 - Jinxin Liu, Qiangxing Tian, Donglin Wang:
Multivariate Time Series Prediction with PID-based Residual Compensation. 1-7 - Piotr S. Maciag, Marzena Kryszkiewicz, Robert Bembenik:
Online Evolving Spiking Neural Networks for Incremental Air Pollution Prediction. 1-8 - Andrey de Aguiar Salvi, Nathan Gavenski, Eduardo H. P. Pooch, Felipe Tasoniero, Rodrigo C. Barros:
Attention-based 3D Object Reconstruction from a Single Image. 1-8 - Naylene Fraccanabbia, Ramon Gomes da Silva, Matheus Henrique Dal Molin Ribeiro, Sinvaldo Rodrigues Moreno, Leandro dos Santos Coelho, Viviana Cocco Mariani:
Solar Power Forecasting Based on Ensemble Learning Methods. 1-7 - Rashmi Kethireddy, Sudarsana Reddy Kadiri, Suryakanth V. Gangashetty:
Learning Filterbanks from Raw Waveform for Accent Classification. 1-6 - Ariana Bermudez, Saúl Calderón Ramírez, Trevor Thang, Pascal N. Tyrrell, Armaghan Moemeni, Shengxiang Yang, Jordina Torrents-Barrena:
A First Glance to the Quality Assessment of Dental Photostimulable Phosphor Plates with Deep Learning. 1-6 - Aditya Kuppa, Nhien-An Le-Khac:
Black Box Attacks on Explainable Artificial Intelligence(XAI) methods in Cyber Security. 1-8 - Keyu Wen, Xiaodong Gu:
Dual Semantic Relationship Attention Network for Image-Text Matching. 1-7 - Zuzanna Krawczyk, Jacek Starzynski:
YOLO and Morphing-based Method for 3D Individualised Bone Model Creation. 1-8 - Azhar Aulia Saputra, Wei Hong Chin, Auke Jan Ijspeert, Naoyuki Kubota:
A Muscle-Reflex Model of Forelimb and Hindlimb of Felidae Family of Animal with Dynamic Pattern Formation Stimuli. 1-8 - Chandan Kumar Singh, Vivek Kumar Gangwar, Anima Majumder, Swagat Kumar, Prakash Chanderlal Ambwani, Rajesh Sinha:
A Light-weight Deep Feature based Capsule Network. 1-8 - Xinjie Wang, Yaochu Jin, Kuangrong Hao:
A Gated Recurrent Unit based Echo State Network. 1-7 - Kasun Bandara, Christoph Bergmeir, Sam Campbell, Deborah A. Scott, Dan I. Lubman:
Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand. 1-10 - Simona Doboli, Jared B. Kenworthy, Paul B. Paulus, Ali A. Minai, Alex Doboli:
A cognitive inspired method for assessing novelty of short-text ideas. 1-8 - Huiyu Li, Xiabi Liu, Said Boumaraf, Weihua Liu, Xiaopeng Gong, Xiaohong Ma:
A New Three-stage Curriculum Learning Approach for Deep Network Based Liver Tumor Segmentation. 1-6 - Tianhao Shen, Xiaojie Wang:
Multi-Domain Dialogue State Tracking with Hierarchical Task Graph. 1-8 - Amin Khatami, Asef Nazari, Amin Beheshti, Thanh Thi Nguyen, Saeid Nahavandi, Jerzy Zieba:
Convolutional Neural Network for Medical Image Classification using Wavelet Features. 1-8 - Arthur Costa Gorgônio, Anne Magály de Paula Canuto, Karliane M. O. Vale, Flavius L. Gorgônio:
A Semi-supervised Based Framework for Data Stream Classification in Non-Stationary Environments. 1-8 - Wenzheng Hu, Mingyang Li, Changhe Yuan, Changshui Zhang, Jianqiang Wang:
Diversity in Neural Architecture Search. 1-8 - George S. Eskander Ekladious, Hugo Lemoine, Eric Granger, Kaveh Kamali, Salim Moudache:
Dual-Triplet Metric Learning for Unsupervised Domain Adaptation in Video Face Recognition. 1-9 - Dan Valle, Tiago Pimentel, Adriano Veloso:
Assessing the Reliability of Visual Explanations of Deep Models with Adversarial Perturbations. 1-8 - Pengfei Li, Peixiang Zhong, Jiaheng Zhang, Kezhi Mao:
Convolutional Transformer with Sentiment-aware Attention for Sentiment Analysis. 1-8 - Luca Brunese, Francesco Mercaldo, Alfonso Reginelli, Antonella Santone:
Lung Cancer Detection and Characterisation through Genomic and Radiomic Biomarkers. 1-8 - Toshi Sinha, Brijesh K. Verma:
A Non-iterative Radial Basis Function Based Quick Convolutional Neural Network. 1-6 - João Ribeiro Pinto, Jaime S. Cardoso:
Self-Learning with Stochastic Triplet Loss. 1-8 - José Pereira Amorim, Pedro H. Abreu, Mauricio Reyes, João A. M. Santos:
Interpretability vs. Complexity: The Friction in Deep Neural Networks. 1-7 - Fabio Martinelli, Fiammetta Marulli, Francesco Mercaldo, Stefano Marrone, Antonella Santone:
Enhanced Privacy and Data Protection using Natural Language Processing and Artificial Intelligence. 1-8 - Cong Wang, Cheng-Lin Liu:
Scene Text Recognition by Attention Network with Gated Embedding. 1-8 - Dinesh Kumar, Dharmendra Sharma:
Multi-modal Information Extraction and Fusion with Convolutional Neural Networks. 1-9 - Sidhant Nagpal, Siddharth Verma, Shikhar Gupta, Swati Aggarwal:
A Guided Learning Approach for Generative Adversarial Networks. 1-8 - Mingjian Lei, Xiaoyong Li, Binsi Cai, Yunfeng Li, Limengwei Liu, Wenping Kong:
P-DNN: An Effective Intrusion Detection Method based on Pruning Deep Neural Network. 1-9 - Yushuo Li, Yuanpei Liu, Xiaopeng Gong, Xiabi Liu:
Image Co-segmentation with Multi-Scale Dual-Cross Correlation Network. 1-8 - Adam Jilling, Marco Álvarez:
Optimizing Recommendations for Clustering Algorithms Using Meta-Learning. 1-10 - Usman Naseem, Katarzyna Musial, Peter W. Eklund, Mukesh Prasad:
Biomedical Named-Entity Recognition by Hierarchically Fusing BioBERT Representations and Deep Contextual-Level Word-Embedding. 1-8 - Muhammad Umer, Glenn Dawson, Robi Polikar:
Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks. 1-8 - Jordan Schupbach, John W. Sheppard, Tyler Forrester:
Quantifying Uncertainty in Neural Network Ensembles using U-Statistics. 1-8 - Quanyu Liao, Xin Wang, Bin Kong, Siwei Lyu, Youbing Yin, Qi Song, Xi Wu:
Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. 1-8 - Mukund Rungta, Rishabh Kumar, Mehak Preet Dhaliwal, Hemant Tiwari, Vanraj Vala:
TransKP: Transformer based Key-Phrase Extraction. 1-7 - Wei Lu, Yan Hu:
Multi-type Feature Mining and Fusion Model for Temporal Prediction. 1-6 - Peter Bellmann, Patrick Thiam, Friedhelm Schwenker:
Dominant Channel Fusion Architectures - An Intelligent Late Fusion Approach. 1-8 - Haolei Pei, Qiaohong Chen, Ji Wang, Qi Sun, Yubo Jia:
Visual Relational Reasoning for Image Caption. 1-8 - Sepehr Ataei, Javad Alirezaie, Paul S. Babyn:
Cascaded Convolutional Neural Networks with Perceptual Loss for Low Dose CT Denoising. 1-5 - Shamoon Siddiqui, Ghulam Rasool, Ravi Prakash Ramachandran, Nidhal C. Bouaynaya:
Using Deep Speech Recognition to Evaluate Speech Enhancement Methods. 1-7 - Gianlucca L. Zuin, Adriano Veloso, João Cândido Portinari, Nivio Ziviani:
Automatic Tag Recommendation for Painting Artworks Using Diachronic Descriptions. 1-8 - Luca Oneto, Michele Donini, Massimiliano Pontil:
General Fair Empirical Risk Minimization. 1-8 - Donghan Xie, Zhi Wang, Chunlin Chen, Daoyi Dong:
IEDQN: Information Exchange DQN with a Centralized Coordinator for Traffic Signal Control. 1-8 - George Kandilogiannakis, Paris A. Mastorocostas:
ReFuzzTiD: A Recurrent Neurofuzzy Model for Anomaly Detection in Time Series. 1-7 - Fernando García-Redondo, Shidhartha Das, Glen Rosendale:
Training DNN IoT Applications for Deployment On Analog NVM Crossbars. 1-8 - Oluwatamilore Orojo, Jonathan A. Tepper, T. M. McGinnity, Mufti Mahmud:
Time sensitivity and self-organisation in Multi-recurrent Neural Networks. 1-7 - Pablo Scleidorovich, Martin Llofriu, Jean-Marc Fellous, Alfredo Weitzenfeld:
A Computational Model for Latent Learning based on Hippocampal Replay. 1-8 - Cinzia Bernardeschi, Andrea Domenici, Francesco Mercaldo, Antonella Santone:
Identify Potential Attacks from Simulated Log Analysis. 1-6 - Edoardo Ragusa, Tommaso Apicella, Christian Gianoglio, Rodolfo Zunino, Paolo Gastaldo:
An hardware-aware image polarity detector enhanced with visual attention. 1-7 - Arijit Ukil, Soma Bandyopadhyay, Arpan Pal:
Sig-R2ResNet: Residual Network with Signal Processing-refined Residual Mapping, Auto-tuned L1-Regularization with Modified Adam Optimizer for Time Series Classification. 1-8 - Yiwen Jiang, Wei Tang, Neng Gao, Chenyang Tu, Jia Peng, Min Li:
SECL: Separated Embedding and Correlation Learning for Demographic Prediction in Ubiquitous Sensor Scenario. 1-10 - Garima Sharma, Jyoti Joshi, Radia Zeghari, Rachid Guerchouche:
Audio-Visual Weakly Supervised Approach for Apathy Detection in the Elderly. 1-7 - Alessio Martino, Fabio Massimo Frattale Mascioli, Antonello Rizzi:
On the Optimization of Embedding Spaces via Information Granulation for Pattern Recognition. 1-8 - Yiming Peng, Gang Chen, Mengjie Zhang:
Effective Linear Policy Gradient Search through Primal-Dual Approximation. 1-8 - Zhiwen Zeng, Matloob Khushi:
Wavelet Denoising and Attention-based RNN- ARIMA Model to Predict Forex Price. 1-7 - Benyamin Ghojogh, Milad Sikaroudi, Sobhan Shafiei, Hamid R. Tizhoosh, Fakhri Karray, Mark Crowley:
Fisher Discriminant Triplet and Contrastive Losses for Training Siamese Networks. 1-7 - Siyuan Zhu, Cheng Shang, Jingjing Fan, Xin Wang, Meili Wang:
Bas-reliefs modelling based on learning deformable 3D models. 1-7 - Chunquan Chen, Si Li:
Knowledge-based Context-aware Multi-turn Conversational Model with Hierarchical Attention. 1-8 - Aldísio Gonçalves Medeiros, João P. B. Andrade, Paulo Bruno S. Serafim, Alexandre M. M. Santos, José G. R. Maia, Fernando Antonio Mota Trinta, José A. F. de Macêdo, Pedro P. R. Filho, Paulo A. L. Rego:
A Novel Approach for Automatic Enhancement of Fingerprint Images via Deep Transfer Learning. 1-8 - Eduardo Nigri, Nivio Ziviani, Fábio A. M. Cappabianco, Augusto Antunes, Adriano Veloso:
Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease. 1-8 - Yasuaki Kuroe, Hitoshi Iima, Yutaka Maeda:
Four Models of Hopfield-Type Octonion Neural Networks and Their Existing Conditions of Energy Functions. 1-7 - Joyjit Chatterjee, Nina Dethlefs:
A Dual Transformer Model for Intelligent Decision Support for Maintenance of Wind Turbines. 1-10 - Jengnan Tzeng, Yen-Ru Lai, Ming-Lai Lin, Yu-Han Lin, Yu-Cheng Shih:
Improve the LSTM and GRU model for small training data by wavelet transformation. 1-6