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Big Data and Cognitive Computing, Volume 6
Volume 6, Number 1, March 2022
- Hector Roussille
, Önder Gürcan
AGR4BS: A Generic Multi-Agent Organizational Model for Blockchain Systems. 1 - Maha Gharaibeh
Early Diagnosis of Alzheimer's Disease Using Cerebral Catheter Angiogram Neuroimaging: A Novel Model Based on Deep Learning Approaches. 2 - Riccardo Cantini
Analyzing Political Polarization on Social Media by Deleting Bot Spamming. 3 - Dmitry Soshnikov
Analyzing COVID-19 Medical Papers Using Artificial Intelligence: Insights for Researchers and Medical Professionals. 4 - Giuseppe Di Modica
A Hierarchical Hadoop Framework to Process Geo-Distributed Big Data. 5 - Gomathy Ramaswami
On Developing Generic Models for Predicting Student Outcomes in Educational Data Mining. 6 - Rao Mikkilineni
Infusing Autopoietic and Cognitive Behaviors into Digital Automata to Improve Their Sentience, Resilience, and Intelligence. 7 - Roberta Rodrigues de Lima, Anita M. R. Fernandes
An Empirical Comparison of Portuguese and Multilingual BERT Models for Auto-Classification of NCM Codes in International Trade. 8 - Dweepna Garg
An Efficient Multi-Scale Anchor Box Approach to Detect Partial Faces from a Video Sequence. 9 - Alexander G. Sboev
Extraction of the Relations among Significant Pharmacological Entities in Russian-Language Reviews of Internet Users on Medications. 10 - Muzamil Hussain Syed
Context-Aware Explainable Recommendation Based on Domain Knowledge Graph. 11 - Vera Marie Memmesheimer
Scalable Extended Reality: A Future Research Agenda. 12 - Ebrahem A. Algehyne
Fuzzy Neural Network Expert System with an Improved Gini Index Random Forest-Based Feature Importance Measure Algorithm for Early Diagnosis of Breast Cancer in Saudi Arabia. 13 - BDCC Editorial Office:
Acknowledgment to Reviewers of BDCC in 2021. 14 - Quynh C. Nguyen
Google Street View Images as Predictors of Patient Health Outcomes, 2017-2019. 15 - Nazmi Sofian Suhaimi, James Mountstephens
A Dataset for Emotion Recognition Using Virtual Reality and EEG (DER-VREEG): Emotional State Classification Using Low-Cost Wearable VR-EEG Headsets. 16 - In Lee
Big Data Analytics in Supply Chain Management: A Systematic Literature Review and Research Directions. 17 - Hafiz Suliman Munawar
Big Data in Construction: Current Applications and Future Opportunities. 18 - Ferry Astika Saputra
The Next-Generation NIDS Platform: Cloud-Based Snort NIDS Using Containers and Big Data. 19 - Randa Mohamed Bayoumi
Person Re-Identification via Pyramid Multipart Features and Multi-Attention Framework. 20 - Amna Dridi
Vec2Dynamics: A Temporal Word Embedding Approach to Exploring the Dynamics of Scientific Keywords - Machine Learning as a Case Study. 21 - Ouarda Zedadra
LFA: A Lévy Walk and Firefly-Based Search Algorithm: Application to Multi-Target Search and Multi-Robot Foraging. 22 - Tiange Zhu
A Framework for Content-Based Search in Large Music Collections. 23 - Jogeswar Tripathy
Combination of Reduction Detection Using TOPSIS for Gene Expression Data Analysis. 24 - Mohammad Fikry Abdullah
Big Data in Criteria Selection and Identification in Managing Flood Disaster Events Based on Macro Domain PESTEL Analysis: Case Study of Malaysia Adaptation Index. 25 - Tek Raj Chhetri
A Combined System Metrics Approach to Cloud Service Reliability Using Artificial Intelligence. 26 - Anna Kirkpatrick, Chidozie Onyeze, David Kartchner, Stephen Allegri, Davi Nakajima An, Kevin McCoy
Optimizations for Computing Relatedness in Biomedical Heterogeneous Information Networks: SemNet 2.0. 27 - René Reinhard
Comparison of Object Detection in Head-Mounted and Desktop Displays for Congruent and Incongruent Environments. 28 - Maha Gharaibeh
Radiology Imaging Scans for Early Diagnosis of Kidney Tumors: A Review of Data Analytics-Based Machine Learning and Deep Learning Approaches. 29 - Muhammad Salman
Big Data Management in Drug-Drug Interaction: A Modern Deep Learning Approach for Smart Healthcare. 30 - Muhammad Mahboob Khurshid
Factors Influencing Citizens' Intention to Use Open Government Data - A Case Study of Pakistan. 31 - Mohana S. D.
Service Oriented R-ANN Knowledge Model for Social Internet of Things. 32
Volume 6, Number 2, June 2022
- Muchammad Naseer, Jauzak Hussaini Windiatmaja
RoBERTaEns: Deep Bidirectional Encoder Ensemble Model for Fact Verification. 33 - Pejman Ebrahimi, Aidin Salamzadeh
Startups and Consumer Purchase Behavior: Application of Support Vector Machine Algorithm. 34 - Pejman Ebrahimi, Marjan Basirat, Ali Yousefi, Md. Nekmahmud
Social Networks Marketing and Consumer Purchase Behavior: The Combination of SEM and Unsupervised Machine Learning Approaches. 35 - Patricia Takako Endo
Illusion of Truth: Analysing and Classifying COVID-19 Fake News in Brazilian Portuguese Language. 36 - Mark Burgin:
Operations with Nested Named Sets as a Tool for Artificial Intelligence. 37 - Sikha Bagui
Spark Configurations to Optimize Decision Tree Classification on UNSW-NB15. 38 - Wenwei Zhao, Suprith Gurudu, Shayan Taheri
PCB Component Detection Using Computer Vision for Hardware Assurance. 39 - Ayad R. Abbas
Breast and Lung Anticancer Peptides Classification Using N-Grams and Ensemble Learning Techniques. 40 - Maya Hilda Lestari Louk
Revisiting Gradient Boosting-Based Approaches for Learning Imbalanced Data: A Case of Anomaly Detection on Power Grids. 41 - Khalid Alfalqi
An Emergency Event Detection Ensemble Model Based on Big Data. 42 - Shih Yu Chang, Hsiao-Chun Wu, Yifan Wang:
New Efficient Approach to Solve Big Data Systems Using Parallel Gauss-Seidel Algorithms. 43 - Ranjeet Vasant Bidwe
Deep Learning Approaches for Video Compression: A Bibliometric Analysis. 44 - Alexandre Costa Henriques, Thiago Barros Murari
Virtual Reality-Based Stimuli for Immersive Car Clinics: A Performance Evaluation Model. 45 - Puspa Eosina
A Non-Uniform Continuous Cellular Automata for Analyzing and Predicting the Spreading Patterns of COVID-19. 46 - Sweta Bhattacharya
Incentive Mechanisms for Smart Grid: State of the Art, Challenges, Open Issues, Future Directions. 47 - Safaa M. Khabour
A New Ontology-Based Method for Arabic Sentiment Analysis. 48 - Cornelia Györödi
A Comparative Study of MongoDB and Document-Based MySQL for Big Data Application Data Management. 49 - Arjun M. Kumar, Jasmine Y. Q. Goh, Tiffany H. H. Tan, Cynthia S. Q. Siew
Gender Stereotypes in Hollywood Movies and Their Evolution over Time: Insights from Network Analysis. 50 - Ali Akbar Kekha Javan
Robust Multi-Mode Synchronization of Chaotic Fractional Order Systems in the Presence of Disturbance, Time Delay and Uncertainty with Application in Secure Communications. 51 - Massimo Stella
Cognitive Networks Extract Insights on COVID-19 Vaccines from English and Italian Popular Tweets: Anticipation, Logistics, Conspiracy and Loss of Trust. 52 - Massimo Stella
Knowledge Modelling and Learning through Cognitive Networks. 53 - Mohammed Amin Belarbi
A New Comparative Study of Dimensionality Reduction Methods in Large-Scale Image Retrieval. 54 - Francesco Chiossi
Virtual Reality Adaptation Using Electrodermal Activity to Support the User Experience. 55 - Changwon Yoo, Efrain Gonzalez
A Better Mechanistic Understanding of Big Data through an Order Search Using Causal Bayesian Networks. 56 - Arwa A. Al Shamsi
Sentiment Analysis of Emirati Dialect. 57 - Yosra Didi
COVID-19 Tweets Classification Based on a Hybrid Word Embedding Method. 58 - Maria Trigka
The Predictive Power of a Twitter User's Profile on Cryptocurrency Popularity. 59 - Fabrizio Terenzio Gizzi
Earthquake Insurance in California, USA: What Does Community-Generated Big Data Reveal to Us? 60 - Jacqueline D. Bailey
A Novel Method of Exploring the Uncanny Valley in Avatar Gender(Sex) and Realism Using Electromyography. 61 - Pegah Salehi
Synthesizing a Talking Child Avatar to Train Interviewers Working with Maltreated Children. 62 - Vassilis Poulopoulos
Social Media Analytics as a Tool for Cultural Spaces - The Case of Twitter Trending Topics. 63 - Saman Fattahi
Decision-Making Using Big Data Relevant to Sustainable Development Goals (SDGs). 64 - Nilufa Yeasmin, Nosin Ibna Mahbub
Analysis and Prediction of User Sentiment on COVID-19 Pandemic Using Tweets. 65 - Stephen Allegri, Kevin McCoy
CompositeView: A Network-Based Visualization Tool. 66 - Smita Khade
Iris Liveness Detection Using Multiple Deep Convolution Networks. 67 - Joakim Aalstad Alslie, Aril Bernhard Ovesen
Áika: A Distributed Edge System for AI Inference. 68
Volume 6, Number 3, September 2022
- Nataliya Shakhovska
Comparative Analysis of Backbone Networks for Deep Knee MRI Classification Models. 69 - Pedro João Rodrigues
DeepWings©: Automatic Wing Geometric Morphometrics Classification of Honey Bee (Apis mellifera) Subspecies Using Deep Learning for Detecting Landmarks. 70 - Manal A. Abdel-Fattah
A Comprehensive Spark-Based Layer for Converting Relational Databases to NoSQL. 71 - Jalel Ktari
Lightweight AI Framework for Industry 4.0 Case Study: Water Meter Recognition. 72 - Vassilis Poulopoulos
Digital Technologies and the Role of Data in Cultural Heritage: The Past, the Present, and the Future. 73 - Ran Deng, Fedor Duzhin
Topological Data Analysis Helps to Improve Accuracy of Deep Learning Models for Fake News Detection Trained on Very Small Training Sets. 74 - Tatyana G. Krupnova
Environmental Justice and the Use of Artificial Intelligence in Urban Air Pollution Monitoring. 75 - Benyamine Abbou, Orna Tal, Gil Frenkel
Optimizing Operation Room Utilization - A Prediction Model. 76 - Lihardo Faisal Simanjuntak
We Know You Are Living in Bali: Location Prediction of Twitter Users Using BERT Language Model. 77 - Yang-Im Lee, Peter R. J. Trim:
Enhancing Marketing Provision through Increased Online Safety That Imbues Consumer Confidence: Coupling AI and ML with the AIDA Model. 78 - Konlakorn Wongpatikaseree
Real-Time End-to-End Speech Emotion Recognition with Cross-Domain Adaptation. 79 - Nargis Dewan
How Does AR Technology Adoption and Involvement Behavior Affect Overseas Residents' Life Satisfaction? 80 - Omar Ali
An Evaluation of Key Adoption Factors towards Using the Fog Technology. 81 - Ali Akbar Kekha Javan
Multi-State Synchronization of Chaotic Systems with Distributed Fractional Order Derivatives and Its Application in Secure Communications. 82 - Hossein Hassani
Impactful Digital Twin in the Healthcare Revolution. 83 - Muhammed Z. Karakusak
RSS-Based Wireless LAN Indoor Localization and Tracking Using Deep Architectures. 84 - Christine Dewi
Combination of Deep Cross-Stage Partial Network and Spatial Pyramid Pooling for Automatic Hand Detection. 85 - Carlos García Calatrava
A Holistic Scalability Strategy for Time Series Databases Following Cascading Polyglot Persistence. 86 - Mohammad Daoud
Topical and Non-Topical Approaches to Measure Similarity between Arabic Questions. 87 - Omama Hamad
StEduCov: An Explored and Benchmarked Dataset on Stance Detection in Tweets towards Online Education during COVID-19 Pandemic. 88 - Hery Wibowo, Imas Sukaesih Sitanggang
Large-Scale Oil Palm Trees Detection from High-Resolution Remote Sensing Images Using Deep Learning. 89 - Gaia Gambarelli
PRIVAFRAME: A Frame-Based Knowledge Graph for Sensitive Personal Data. 90 - Mario A. Leiva
Argumentation-Based Query Answering under Uncertainty with Application to Cybersecurity. 91 - Evon M. O. Abu-Taieh, Issam Alhadid
Predictors of Smartphone Addiction and Social Isolation among Jordanian Children and Adolescents Using SEM and ML. 92 - Xiaoyi Ge
Hierarchical Co-Attention Selection Network for Interpretable Fake News Detection. 93 - Thao-Trang Huynh-Cam
Learning Performance of International Students and Students with Disabilities: Early Prediction and Feature Selection through Educational Data Mining. 94 - Hajar Filali
Multimodal Emotional Classification Based on Meaningful Learning. 95 - Ilia Azizi
Improving Real Estate Rental Estimations with Visual Data. 96 - Staas de Jong
Computational Techniques Enabling the Perception of Virtual Images Exclusive to the Retinal Afterimage. 97 - Elias Dritsas
Machine Learning Techniques for Chronic Kidney Disease Risk Prediction. 98 - Heba M. Ismail
Triggers and Tweets: Implicit Aspect-Based Sentiment and Emotion Analysis of Community Chatter Relevant to Education Post-COVID-19. 99
Volume 6, Number 4, December 2022
- Jessica Sehrt, Bent Braams, Niels Henze, Valentin Schwind
Social Acceptability in Context: Stereotypical Perception of Shape, Body Location, and Usage of Wearable Devices. 100 - Mohan Naik Ramachandra
An Efficient and Secure Big Data Storage in Cloud Environment by Using Triple Data Encryption Standard. 101 - Abdullah Mohammed Almuhaideb
ECQV-Based Lightweight Revocable Authentication Protocol for Electric Vehicle Charging. 102 - Thoralf Reis
Supporting Meteorologists in Data Analysis through Knowledge-Based Recommendations. 103 - Aitak Shaddeli, Farhad Soleimanian Gharehchopogh
An Improved African Vulture Optimization Algorithm for Feature Selection Problems and Its Application of Sentiment Analysis on Movie Reviews. 104 - Gomathy Ramaswami, Teo Susnjak
Supporting Students' Academic Performance Using Explainable Machine Learning with Automated Prescriptive Analytics. 105 - Christine Dewi
Automatic Medical Face Mask Detection Based on Cross-Stage Partial Network to Combat COVID-19. 106 - Irfan Ullah Khan
Deep Learning-Based Computer-Aided Classification of Amniotic Fluid Using Ultrasound Images from Saudi Arabia. 107 - Mohamed K. Ramadan
Detection and Classification of Human-Carrying Baggage Using DenseNet-161 and Fit One Cycle. 108 - Bhushan Zope
Question Answer System: A State-of-Art Representation of Quantitative and Qualitative Analysis. 109 - Peter R. J. Trim, Yang-Im Lee:
Combining Sociocultural Intelligence with Artificial Intelligence to Increase Organizational Cyber Security Provision through Enhanced Resilience. 110 - Bolanle Adefowoke Ojokoh
Contact Tracing Strategies for COVID-19 Prevention and Containment: A Scoping Review. 111 - Nejood Faisal Abdulsattar
Botnet Detection Employing a Dilated Convolutional Autoencoder Classifier with the Aid of Hybrid Shark and Bear Smell Optimization Algorithm-Based Feature Selection in FANETs. 112 - Marco Brambilla
Graph-Based Conversation Analysis in Social Media. 113 - Ashraf Jaradat
A Probabilistic Data Fusion Modeling Approach for Extracting True Values from Uncertain and Conflicting Attributes. 114 - Hossein Hassani
Enabling Digital Twins to Support the UN SDGs. 115 - Bashar Saadoon Mahdi
Intelligent Security Model for Password Generation and Estimation Using Hand Gesture Features. 116 - Jayashree Moorthy, Usha Devi Gandhi
A Survey on Medical Image Segmentation Based on Deep Learning Techniques. 117 - Thao-Trang Huynh-Cam
IS-DT: A New Feature Selection Method for Determining the Important Features in Programmatic Buying. 118 - Irene Tangkawarow
ID2SBVR: A Method for Extracting Business Vocabulary and Rules from an Informal Document. 119 - Dimos Ntioudis
Ontology-Based Personalized Job Recommendation Framework for Migrants and Refugees. 120 - Triyanna Widiyaningtyas, Muhammad Iqbal Ardiansyah, Teguh Bharata Adji:
Recommendation Algorithm Using SVD and Weight Point Rank (SVD-WPR). 121 - Nasrin Bayat
White Blood Cell Classification Using Multi-Attention Data Augmentation and Regularization. 122 - Andrey Bogdanchikov
Classification of Scientific Documents in the Kazakh Language Using Deep Neural Networks and a Fusion of Images and Text. 123 - Abdullah Mohammed Almuhaideb
Design of Inter-BAN Authentication Protocols for WBAN in a Cloud-Assisted Environment. 124 - Bert Bongers:
Exploring Extended Realities in Environmental Artistic Expression through Interactive Video Projections. 125 - Remah Younisse
Explaining Intrusion Detection-Based Convolutional Neural Networks Using Shapley Additive Explanations (SHAP). 126 - Abdul Majeed
Applications and Challenges of Federated Learning Paradigm in the Big Data Era with Special Emphasis on COVID-19. 127 - Khaled ELKarazle
Facial Age Estimation Using Machine Learning Techniques: An Overview. 128 - Ahmed Al Marouf
Detecting and Understanding Sentiment Trends and Emotion Patterns of Twitter Users - A Study on the Demise of a Bollywood Celebrity. 129 - Gianluca Bonifazi
A Space-Time Framework for Sentiment Scope Analysis in Social Media. 130 - Alireza Javadian Sabet
THOR: A Hybrid Recommender System for the Personalized Travel Experience. 131 - Athira M. Nambiar
An Overview of Data Warehouse and Data Lake in Modern Enterprise Data Management. 132 - Amir Salar Hajy Sheikhi, Elias Iosif, Oleg Basov, Ioanna Dionysiou:
SmartMinutes - A Blockchain-Based Framework for Automated, Reliable, and Transparent Meeting Minutes Management. 133 - Yuan Chen, Abdul Q. M. Khaliq:
Comparative Study of Mortality Rate Prediction Using Data-Driven Recurrent Neural Networks and the Lee-Carter Model. 134 - Havana Rika
Unleashing the Potentials of Quantum Probability Theory for Customer Experience Analytics. 135 - Sumeth Yuenyong
Improving Natural Language Person Description Search from Videos with Language Model Fine-Tuning and Approximate Nearest Neighbor. 136 - Maya Hilda Lestari Louk
PSO-Driven Feature Selection and Hybrid Ensemble for Network Anomaly Detection. 137 - Andrea Ponti, Ilaria Giordani, Matteo Mistri, Antonio Candelieri, Francesco Archetti:
The "Unreasonable" Effectiveness of the Wasserstein Distance in Analyzing Key Performance Indicators of a Network of Stores. 138 - Elias Dritsas
Lung Cancer Risk Prediction with Machine Learning Models. 139 - Zaharaddeen Karami Lawal, Hayati Yassin, Daphne Teck Ching Lai
Physics-Informed Neural Network (PINN) Evolution and Beyond: A Systematic Literature Review and Bibliometric Analysis. 140 - Linda Atika
Image Segmentation for Mitral Regurgitation with Convolutional Neural Network Based on UNet, Resnet, Vnet, FractalNet and SegNet: A Preliminary Study. 141 - Diana I. Kalita
Moving Object Detection Based on a Combination of Kalman Filter and Median Filtering. 142 - Sungchae Park
Security and Privacy Threats and Requirements for the Centralized Contact Tracing System in Korea. 143 - Markos Konstantakis
ACUX Recommender: A Mobile Recommendation System for Multi-Profile Cultural Visitors Based on Visiting Preferences Classification. 144 - Alexander G. Sboev
Adverse Drug Reaction Concept Normalization in Russian-Language Reviews of Internet Users. 145 - Dian Candra Rini Novitasari
Image Fundus Classification System for Diabetic Retinopathy Stage Detection Using Hybrid CNN-DELM. 146 - Suleiman Ali Alsaif
NLP-Based Bi-Directional Recommendation System: Towards Recommending Jobs to Job Seekers and Resumes to Recruiters. 147 - Sangeetha Ramaswamy
Trust-Based Data Communication in Wireless Body Area Network for Healthcare Applications. 148 - Christine Dewi
Yolov5 Series Algorithm for Road Marking Sign Identification. 149 - Sunveg Nalwar
EffResUNet: Encoder Decoder Architecture for Cloud-Type Segmentation. 150 - Heru Susanto
Innovative Business Process Reengineering Adoption: Framework of Big Data Sentiment, Improving Customers' Service Level Agreement. 151 - Pooja Bidwai
A Systematic Literature Review on Diabetic Retinopathy Using an Artificial Intelligence Approach. 152 - Widad Elouataoui
An Advanced Big Data Quality Framework Based on Weighted Metrics. 153 - Shyamala Subramanian, Sashikala Mishra, Shruti Patil
Machine Learning Styles for Diabetic Retinopathy Detection: A Review and Bibliometric Analysis. 154 - Antonio Candelieri
Explaining Exploration-Exploitation in Humans. 155 - Ali Alawneh
Locating Source Code Bugs in Software Information Systems Using Information Retrieval Techniques. 156 - Zaher Ali Al-Sai
Explore Big Data Analytics Applications and Opportunities: A Review. 157 - Cristian González García
What Is (Not) Big Data Based on Its 7Vs Challenges: A Survey. 158 - Keundug Park
Proposal of Decentralized P2P Service Model for Transfer between Blockchain-Based Heterogeneous Cryptocurrencies and CBDCs. 159 - Somayeh Labafi
Using an Evidence-Based Approach for Policy-Making Based on Big Data Analysis and Applying Detection Techniques on Twitter. 160 - Krithika Latha Bhaskaran
A Survey on Big Data in Pharmacology, Toxicology and Pharmaceutics. 161
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