Journal of Intelligent Information Systems

Article	Citations
Recommender systems in the healthcare domain: state-of-the-art and research issues	143
A survey of Big Data dimensions vs Social Networks analysis	40
Community detection in complex networks using network embedding and gravitational search algorithm	34
A comprehensive Benchmark for fake news detection	32
RecogNet-LSTM+CNN: a hybrid network with attention mechanism for aspect categorization and sentiment classification	31
Attention-based hybrid CNN-LSTM and spectral data augmentation for COVID-19 diagnosis from cough sound	31
Approaches and algorithms to mitigate cold start problems in recommender systems: a systematic literature review	28
BERT-LSTM model for sarcasm detection in code-mixed social media post	25
GNNRec: gated graph neural network for session-based social recommendation model	25
Financial markets sentiment analysis: developing a specialized Lexicon	24
Machine learning in industrial control system (ICS) security: current landscape, opportunities and challenges	23
Knowledge graph summarization impacts on movie recommendations	22
Hierarchical reinforcement learning for efficient and effective automated penetration testing of large networks	20
Towards psychology-aware preference construction in recommender systems: Overview and research issues	19
An enhanced opinion retrieval approach via implicit feature identification	18
An overview of machine learning techniques in constraint solving	16
A survey on data fusion: what for? in what form? what is next?	16
Deep learning based sentiment analysis of public perception of working from home through tweets	16
A case study comparing machine learning with statistical methods for time series forecasting: size matters	16
SDDM: an interpretable statistical concept drift detection method for data streams	15
Depression detection from sMRI and rs-fMRI images using machine learning	15
An image and text-based multimodal model for detecting fake news in OSN’s	15
CAESAR: context-aware explanation based on supervised attention for service recommendations	14
Music emotion recognition using recurrent neural networks and pretrained models	14
Sentimental and spatial analysis of COVID-19 vaccines tweets	14

Multi-task learning for toxic comment classification and rationale extraction	14
Multimodal time-aware attention networks for depression detection	13
Path-based reasoning with K-nearest neighbor and position embedding for knowledge graph completion	13
Applying MAPE-K control loops for adaptive workflow management in smart factories	13
Research on telecom customer churn prediction based on ensemble learning	13
How to raise artwork prices using action rules, personalization and artwork visual features	12
Sequential group recommendations based on satisfaction and disagreement scores	12
Leveraging siamese networks for one-shot intrusion detection model	12
Prediction of customer’s perception in social networks by integrating sentiment analysis and machine learning	11
Forecasting and explaining emergency department visits in a public hospital	11
Exploring rich structure information for aspect-based sentiment classification	11
SentiCode: A new paradigm for one-time training and global prediction in multilingual sentiment analysis	11
Multilingual deep learning framework for fake news detection using capsule neural network	11
Addressing the complexity of personalized, context-aware and health-aware food recommendations: an ensemble topic modelling based approach	11
Enhancing aspect and opinion terms semantic relation for aspect sentiment triplet extraction	11
Fake news detection based on statement conflict	11
Aspect extraction and classification for sentiment analysis in drug reviews	10
Multi-class classification of COVID-19 documents using machine learning algorithms	10
LDA-based term profiles for expert finding in a political setting	10
Two-stage sequential recommendation for side information fusion and long-term and short-term preferences modeling	10
Stock market prediction with time series data and news headlines: a stacking ensemble approach	9
A relational tsetlin machine with applications to natural language understanding	9
User-controlled federated matrix factorization for recommender systems	9
Interest-aware influence diffusion model for social recommendation	8
Using an auxiliary dataset to improve emotion estimation in users’ opinions	8
Windows and IoT malware visualization and classification with deep CNN and Xception CNN using Markov images	8
Exploiting stance hierarchies for cost-sensitive stance detection of Web documents	8
Forecasting emergency department admissions	8
TROMPA-MER: an open dataset for personalized music emotion recognition	8
Towards a soft three-level voting model (Soft T-LVM) for fake news detection	8
A systematic review of question answering systems for non-factoid questions	7
Genre based hybrid filtering for movie recommendation engine	7
User profiling and satisfaction inference in public information access services	7
A sampling approach to Debiasing the offline evaluation of recommender systems	7
Interpretable segmentation of medical free-text records based on word embeddings	7
Coarse-grained decomposition and fine-grained interaction for multi-hop question answering	7
Hierarchy-based semantic embeddings for single-valued & multi-valued categorical variables	7
A review of federated learning: taxonomy, privacy and future directions	7
Selecting the most helpful answers in online health question answering communities	7
Leveraging contextual embeddings and self-attention neural networks with bi-attention for sentiment analysis	6
A natural language querying interface for process mining	6
MCD: A modified community diversity approach for detecting influential nodes in social networks	6
Performance-preserving event log sampling for predictive monitoring	6
Leveraging posts’ and authors’ metadata to spot several forms of abusive comments in Twitter	6
Modeling and querying temporal RDF knowledge graphs with relational databases	6
ES-ASTE: enhanced span-level framework for aspect sentiment triplet extraction	6
A knowledge-enhanced interactive graph convolutional network for aspect-based sentiment analysis	6
How to deal with negative preferences in recommender systems: a theoretical framework	6
IbLT: An effective granular computing framework for hierarchical community detection	6
An AI framework to support decisions on GDPR compliance	6

Enhanced density peak-based community detection algorithm	6
Using reinforcement learning with external rewards for open-domain natural language generation	6
A generic approach to extract object-centric event data from databases supporting SAP ERP	5
Leveraging autoencoders in change vector analysis of optical satellite images	5
Predicting temporary deal success with social media timing signals	5
Community detection in weighted networks using probabilistic generative model	5
A contextual-bandit approach for multifaceted reciprocal recommendations in online dating	5
An improved recommendation based on graph convolutional network	5
A model for automated technological surveillance of web portals and social networks	5
A novel deep recommend model based on rating matrix and item attributes	5
Cross-lingual transfer of abstractive summarizer to less-resource language	5
Design of fully homomorphic multikey encryption scheme for secured cloud access and storage environment	5
Topic modeling for sequential documents based on hybrid inter-document topic dependency	5
FPGA supported rough set reduct calculation for big datasets	4
ELECTRA-based graph network model for multi-hop question answering	4
Making design decisions under uncertainties: probabilistic reasoning and robust product design	4
Detecting COVID-19 vaccine hesitancy in India: a multimodal transformer based approach	4
DoWTS – Denial-of-Wallet Test Simulator: Synthetic data generation for preemptive defence	4
Explanations for over-constrained problems using QuickXPlain with speculative executions	4
Transformer based multilingual joint learning framework for code-mixed and english sentiment analysis	4
Identifying multimodal misinformation leveraging novelty detection and emotion recognition	4
Top-N music recommendation framework for precision and novelty under diversity group size and similarity	4
Incremental and accurate computation of machine learning models with smart data summarization	4
Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital	4
A novel approach for software defect prediction using CNN and GRU based on SMOTE Tomek method	4
A framework for interoperability between models with hybrid tools	4
Entity-aware answer sentence selection for question answering with transformer-based language models	4
On exploring feature representation learning of items to forecast their rise and fall in social media	4
LOD search engine: A semantic search over linked data	4
Ensemble of temporal Transformers for financial time series	3
Summarizing consumer reviews	3
An empirical evaluation of active learning strategies for profile elicitation in a conversational recommender system	3
A novel technique using graph neural networks and relevance scoring to improve the performance of knowledge graph-based question answering systems	3
Analyzing and improving stability of matrix factorization for recommender systems	3
Smart integration of sensors, computer vision and knowledge representation for intelligent monitoring and verbal human-computer interaction	3
SMGNN: span-to-span multi-channel graph neural network for aspect-sentiment triplet extraction	3
Leveraging distant supervision and deep learning for twitter sentiment and emotion classification	3
Can recurrent neural networks learn process model structure?	3
An overview of actionable knowledge discovery techniques	3
The detection of mental health conditions by incorporating external knowledge	3
Leveraging neighborhood and path information for influential spreaders recognition in complex networks	3
Group event recommendation based on a heterogeneous attribute graph considering long- and short- term preferences	3
Reducing the user labeling effort in effective high recall tasks by fine-tuning active learning	3
Extractive text-image summarization with relation-enhanced graph attention network	3
A data-driven situation-aware framework for predictive analysis in smart environments	3
EqBal-RS: Mitigating popularity bias in recommender systems	3
Compact representations for efficient storage of semantic sensor data	2
Impact of techniques to reduce error in high error rule-based expert system gradient descent networks	2
Learning autoencoder ensembles for detecting malware hidden communications in IoT ecosystems	2
Parameters tuning of multi-model database based on deep reinforcement learning	2
MhSa-GRU: combining user’s dynamic preferences and items’ correlation to augment sequence recommendation	2
AI infers DoS mitigation rules	2
Information gain based dynamic support set construction for cold-start recommendation	2
Improving knowledge-based dialogue generation through two-stage knowledge selection and knowledge selection-guided pointer network	2
Self-supervised opinion summarization with multi-modal knowledge graph	2
Bi-knowledge views recommendation based on user-oriented contrastive learning	2
3T-IEC*: a context-aware recommender system architecture for smart social networks (EBSN and SBSN)	2
Aspect-location attention networks for aspect-category sentiment analysis in social media	2
Mining emotion-aware sequential rules at user-level from micro-blogs	2
How can text mining improve the explainability of Food security situations?	2
GIAD-ST: Detecting anomalies in human monitoring based on generative inpainting via self-supervised multi-task learning	2
Movie tag prediction: An extreme multi-label multi-modal transformer-based solution with explanation	2
Audio-based anomaly detection on edge devices via self-supervision and spectral analysis	2
An Ontology driven model for detection and classification of cardiac arrhythmias using ECG data	2
Finding a needle in a haystack: insights on feature selection for classification tasks	2
Enhancing anomaly detectors with LatentOut	2
Model-based decision support for knowledge-intensive processes	2
Local feature selection for multiple instance learning	2
Semantic event relationships identification and representation using HyperGraph in multimedia digital ecosystem	2
Multi-perspective enriched instance graphs for next activity prediction through graph neural network	2
The role of transitive closure in evaluating blocking methods for dirty entity resolution	2
Issues in clustering algorithm consistency in fixed dimensional spaces. Some solutions for k-means	2
Improving information retrieval through correspondence analysis instead of latent semantic analysis	2
UTLDR: an agent-based framework for modeling infectious diseases and public interventions	2
MMusic: a hierarchical multi-information fusion method for deep music recommendation	2
Tell me what you Like: introducing natural language preference elicitation strategies in a virtual assistant for the movie domain	2
Offensive language identification with multi-task learning	2
Enhancing aspect-based sentiment analysis with dependency-attention GCN and mutual assistance mechanism	2
Semi-supervised and ensemble learning to predict work-related stress	2
Session-aware recommender system using double deep reinforcement learning	2

SI: methodologies for intelligent systems

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