OOIR: Observatory of International Research

Papers

(The TQCC of Frontiers of Computer Science is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Challenges and future directions of secure federated learning: a survey	63
DeepM6ASeq-EL: prediction of human N6-methyladenosine (m6A) sites with LSTM and ensemble learning	62
A survey on large language model based autonomous agents	60
Meaningful image encryption algorithm based on compressive sensing and integer wavelet transform	60
A survey of music emotion recognition	45
Graph convolution machine for context-aware recommender system	41
Image smog restoration using oblique gradient profile prior and energy minimization	37
A survey of Intel SGX and its applications	32
Brain tumor localization and segmentation using mask RCNN	31
Derivative-free reinforcement learning: a review	28
Protein interaction networks: centrality, modularity, dynamics, and applications	26
piEnPred: a bi-layered discriminative model for enhancers and their subtypes via novel cascade multi-level subset feature selection algorithm	25
Practical age estimation using deep label distribution learning	24
Compositional metric learning for multi-label classification	24
AIDEDNet: anti-interference and detail enhancement dehazing network for real-world scenes	23
Towards a better prediction of subcellular location of long non-coding RNA	23
Cancer classification with data augmentation based on generative adversarial networks	21
DNACDS: Cloud IoE big data security and accessing scheme based on DNA cryptography	20
Rumor detection with self-supervised learning on texts and social graph	20
A subgraph matching algorithm based on subgraph index for knowledge graph	19
Aspect-level sentiment analysis based on semantic heterogeneous graph convolutional network	18
String kernels construction and fusion: a survey with bioinformatics application	17
Privacy preserving secure expansive aggregation with malicious node identification in linear wireless sensor networks	17
Rehearsal: learning from prediction to decision	16
Mean estimation over numeric data with personalized local differential privacy	16

SCENERY: a lightweight block cipher based on Feistel structure	16
A mobile edge computing-based applications execution framework for Internet of Vehicles	16
Exploring associations between streetscape factors and crime behaviors using Google Street View images	15
Identification of differential brain regions in MCI progression via clustering-evolutionary weighted SVM ensemble algorithm	15
VIS+AI: integrating visualization with artificial intelligence for efficient data analysis	15
Label distribution for multimodal machine learning	14
The mass, fake news, and cognition security	14
Instance-sequence reasoning for video question answering	14
Attention based simplified deep residual network for citywide crowd flows prediction	13
ABDKS: attribute-based encryption with dynamic keyword search in fog computing	13
Domain-specific feature elimination: multi-source domain adaptation for image classification	12
A survey on federated learning: a perspective from multi-party computation	12
BGNN: Behavior-aware graph neural network for heterogeneous session-based recommendation	12
Multiband decomposition and spectral discriminative analysis for motor imagery BCI via deep neural network	12
Visual abstraction of dynamic network via improved multi-class blue noise sampling	12
iNet: visual analysis of irregular transition in multivariate dynamic networks	12
Semi-supervised community detection on attributed networks using non-negative matrix tri-factorization with node popularity	12
New development of cognitive diagnosis models	12
DBST: a lightweight block cipher based on dynamic S-box	11
Parallel exploration via negatively correlated search	11
Hierarchical data replication strategy to improve performance in cloud computing	11
Large sequence models for sequential decision-making: a survey	11
GridNet: efficiently learning deep hierarchical representation for 3D point cloud understanding	11
Attribute augmentation-based label integration for crowdsourcing	11
Vehicle color recognition based on smooth modulation neural network with multi-scale feature fusion	11
Side-channel analysis attacks based on deep learning network	10
DRPS: efficient disk-resident parameter servers for distributed machine learning	10
Identification and classification of promoters using the attention mechanism based on long short-term memory	10
BA-GNN: Behavior-aware graph neural network for session-based recommendation	10
Effort-aware cross-project just-in-time defect prediction framework for mobile apps	10
ResLNet: deep residual LSTM network with longer input for action recognition	10
Collaborative eye tracking based code review through real-time shared gaze visualization	10
A survey of discourse parsing	10
A Monte Carlo Neural Fictitious Self-Play approach to approximate Nash Equilibrium in imperfect-information dynamic games	10
A survey of operating system support for persistent memory	10
Single image super-resolution: a comprehensive review and recent insight	10
circ2CBA: prediction of circRNA-RBP binding sites combining deep learning and attention mechanism	9
Pairwise tagging framework for end-to-end emotion-cause pair extraction	9
Protein acetylation sites with complex-valued polynomial model	9
Performance optimization for cloud computing systems in the microservice era: state-of-the-art and research opportunities	9
An efficient and authenticated key establishment scheme based on fog computing for healthcare system	9
Community detection with attributed random walk via seed replacement	9
A systematic study on the role of SentiWordNet in opinion mining	9
Using BiLSTM with attention mechanism to automatically detect self-admitted technical debt	8
An improved master-apprentice evolutionary algorithm for minimum independent dominating set problem	8
Verifiable searchable symmetric encryption for conjunctive keyword queries in cloud storage	8
Representation learning via an integrated autoencoder for unsupervised domain adaptation	8
Experience report: investigating bug fixes in machine learning frameworks/libraries	8
Demystifying Ethereum account diversity: observations, models and analysis	8
Jointly beam stealing attackers detection and localization without training: an image processing viewpoint	8

Citywide package deliveries via crowdshipping: minimizing the efforts from crowdsourcers	8
Weapon-target assignment in unreliable peer-to-peer architecture based on adapted artificial bee colony algorithm	8
A novel DNA-inspired encryption strategy for concealing cloud storage	8
Speech-driven facial animation with spectral gathering and temporal attention	8
Iterative Android automated testing	8
A search-based identification of variable microservices for enterprise SaaS	8
Cross-scene passive human activity recognition using commodity WiFi	8
Self-corrected unsupervised domain adaptation	8
Resource abstraction and data placement for distributed hybrid memory pool	7
Controllable data synthesis method for grammatical error correction	7
Physiological-physical feature fusion for automatic voice spoofing detection	7
An efficient deep learning-assisted person re-identification solution for intelligent video surveillance in smart cities	7
Degradation-adaptive neural network for jointly single image dehazing and desnowing	7
Task assignment for social-oriented crowdsourcing	7
Intellectual property protection for deep semantic segmentation models	7
The utilization of algorithms for cloud internet of things application domains: a review	7
MSDA: multi-subset data aggregation scheme without trusted third party	7
TransRec++: Translation-based sequential recommendation with heterogeneous feedback	7
Quantifying predictability of sequential recommendation via logical constraints	7
A bi-metric autoscaling approach for n-tier web applications on kubernetes	7
A learnable self-supervised task for unsupervised domain adaptation on point cloud classification and segmentation	7
Effective ensemble learning approach for SST field prediction using attention-based PredRNN	7
Learning label-specific features for decomposition-based multi-class classification	7
LMR-CBT: learning modality-fused representations with CB-Transformer for multimodal emotion recognition from unaligned multimodal sequences	7
Endowing rotation invariance for 3D finger shape and vein verification	7
Visibility restoration for real-world hazy images via improved physical model and Gaussian total variation	6
Unsupervised statistical text simplification using pre-trained language modeling for initialization	6
BIC-based node order learning for improving Bayesian network structure learning	6
AE-TPGG: a novel autoencoder-based approach for single-cell RNA-seq data imputation and dimensionality reduction	6
FPGA sharing in the cloud: a comprehensive analysis	6
Weakly supervised temporal action localization with proxy metric modeling	6
IP-geolocater: a more reliable IP geolocation algorithm based on router error training	6
Defense against local model poisoning attacks to byzantine-robust federated learning	6
Local feature aggregation algorithm based on graph convolutional network	6
Fault-tolerant hamiltonian cycles and paths embedding into locally exchanged twisted cubes	6
Joint user profiling with hierarchical attention networks	6
Robust watermarking of databases in order-preserving encrypted domain	6
Differential privacy histogram publishing method based on dynamic sliding window	6
Prediction of job characteristics for intelligent resource allocation in HPC systems: a survey and future directions	6
A simple construction of CRT-based ideal secret sharing scheme and its security extension based on common factor	6
Physical layer authentication for automotive cyber physical systems based on modified HB protocol	6
A framework combines supervised learning and dense subgraphs discovery to predict protein complexes	6
A verifiable privacy-preserving data collection scheme supporting multi-party computation in fog-based smart grid	6
Toward few-shot domain adaptation with perturbation-invariant representation and transferable prototypes	5
Multi-dimensional information-driven many-objective software remodularization approach	5
TPRPF: a preserving framework of privacy relations based on adversarial training for texts in big data	5
A time-aware hybrid recommendation scheme combining content-based and collaborative filtering	5
Bi-objective evolutionary Bayesian network structure learning via skeleton constraint	5
Full friendly index sets of mCn	5
Evolutionary selection for regression test cases based on diversity	5
Unsupervised spectral feature selection algorithms for high dimensional data	5
OCSO-CA: opposition based competitive swarm optimizer in energy efficient IoT clustering	5
On the analysis of ant colony optimization for the maximum independent set problem	5
Self-adaptive label filtering learning for unsupervised domain adaptation	5
Wi-Fi based non-invasive detection of indoor wandering using LSTM model	5
Label distribution learning for scene text detection	5
Semantic and secure search over encrypted outsourcing cloud based on BERT	5
Towards an integrated risk analysis security framework according to a systematic analysis of existing proposals	5
Three-dimensional quantum wavelet transforms	5
Exploiting user behavior learning for personalized trajectory recommendations	5
An efficient memory data organization strategy for application-characteristic graph processing	5
A feature-wise attention module based on the difference with surrounding features for convolutional neural networks	5
DOF: a generic approach of domain ontology fuzzification	5
Accountable attribute-based authentication with fine-grained access control and its application to crowdsourcing	5
MAML2: meta reinforcement learning via meta-learning for task categories	5