Ausgabe 1/2022
Inhalt (124 Artikel)
Towards data sharing economy on Internet of Things: a semantic for telemetry data
Dareen K. Halim, Samuel Hutagalung
Modeling the public attitude towards organic foods: a big data and text mining approach
Anupam Singh, Aldona Glińska-Neweś
Programming big data analysis: principles and solutions
Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
Machine learning approaches in Covid-19 severity risk prediction in Morocco
Mariam Laatifi, Samira Douzi, Abdelaziz Bouklouz, Hind Ezzine, Jaafar Jaafari, Younes Zaid, Bouabid El Ouahidi, Mariam Naciri
IoT information theft prediction using ensemble feature selection
Joffrey L. Leevy, John Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson
An unsupervised method for social network spammer detection based on user information interests
Darshika Koggalahewa, Yue Xu, Ernest Foo
Addressing big data variety using an automated approach for data characterization
Georgios Vranopoulos, Nathan Clarke, Shirley Atkinson
Modeling scientometric indicators using a statistical data ontology
Victor Lopez-Rodriguez, Hector G. Ceballos
Part of speech tagging: a systematic review of deep learning and machine learning approaches
Alebachew Chiche, Betselot Yitagesu
Supervised machine learning predictive analytics for alumni income
Daniela A. Gomez-Cravioto, Ramon E. Diaz-Ramos, Neil Hernandez-Gress, Jose Luis Preciado, Hector G. Ceballos
Improving lookup and query execution performance in distributed Big Data systems using Cuckoo Filter
Sharafat Ibn Mollah Mosharraf, Muhammad Abdullah Adnan
An integrated model for evaluation of big data challenges and analytical methods in recommender systems
Adeleh Asemi, Asefeh Asemi, Andrea Ko, Ali Alibeigi
Accelerating neural network training with distributed asynchronous and selective optimization (DASO)
Daniel Coquelin, Charlotte Debus, Markus Götz, Fabrice von der Lehr, James Kahn, Martin Siggel, Achim Streit
The performance of BERT as data representation of text clustering
Alvin Subakti, Hendri Murfi, Nora Hariadi
Poisson logit hurdle model with associated factors of perinatal mortality in Ethiopia
Abiba Mihret Aragaw, Abebaw Gedef Azene, Mekuanint Simeneh Workie
Semantic context driven language descriptions of videos using deep neural network
Dinesh Naik, C. D. Jaidhar
Task-agnostic representation learning of multimodal twitter data for downstream applications
Ryan Rivas, Sudipta Paul, Vagelis Hristidis, Evangelos E. Papalexakis, Amit K. Roy-Chowdhury
Social network data analysis to highlight privacy threats in sharing data
Francesca Cerruto, Stefano Cirillo, Domenico Desiato, Simone Michele Gambardella, Giuseppe Polese
Image captioning model using attention and object features to mimic human image understanding
Muhammad Abdelhadie Al-Malla, Assef Jafar, Nada Ghneim
Sentiment analysis for cruises in Saudi Arabia on social media platforms using machine learning algorithms
Bador Al sari, Rawan Alkhaldi, Dalia Alsaffar, Tahani Alkhaldi, Hanan Almaymuni, Norah Alnaim, Najwa Alghamdi, Sunday O. Olatunji
Detection of fickle trolls in large-scale online social networks
Hossein Shafiei, Aresh Dadlani
VeilGraph: incremental graph stream processing
Miguel E. Coimbra, Sérgio Esteves, Alexandre P. Francisco, Luís Veiga
A machine learning based credit card fraud detection using the GA algorithm for feature selection
Emmanuel Ileberi, Yanxia Sun, Zenghui Wang
Predicting clinical outcomes of radiotherapy for head and neck squamous cell carcinoma patients using machine learning algorithms
Tarun Gangil, Amina Beevi Shahabuddin, B. Dinesh Rao, Krishnamoorthy Palanisamy, Biswaroop Chakrabarti, Krishna Sharan
Tensor extrapolation: an adaptation to data sets with missing entries
Josef Schosser
A canonical model for seasonal climate prediction using Big Data
M. P. Ramos, P. M. Tasinaffo, A. M. Cunha, D. A. Silva, G. S. Gonçalves, L. A. V. Dias
Motion detection and classification: ultra-fast road user detection
Risto Ojala, Jari Vepsäläinen, Kari Tammi
Machine learning-based turbulence-risk prediction method for the safe operation of aircrafts
Shinya Mizuno, Haruka Ohba, Koji Ito
The non-linear nature of the cost of comprehensibility
Sofie Goethals, David Martens, Theodoros Evgeniou
Diabetes emergency cases identification based on a statistical predictive model
Kebira Azbeg, Mohcine Boudhane, Ouail Ouchetto, Said Jai Andaloussi
Evaluation of the trends in jobs and skill-sets using data analytics: a case study
Armin Alibasic, Himanshu Upadhyay, Mecit Can Emre Simsekler, Thomas Kurfess, Wei Lee Woon, Mohammed Atif Omar
Stress detection using natural language processing and machine learning over social interactions
Tanya Nijhawan, Girija Attigeri, T. Ananthakrishna
IDC: quantitative evaluation benchmark of interpretation methods for deep text classification models
Mohammed Khaleel, Lei Qi, Wallapak Tavanapong, Johnny Wong, Adisak Sukul, David A. M. Peterson
A scalable association rule learning and recommendation algorithm for large-scale microarray datasets
Haosong Li, Phillip C.-Y. Sheu
Discovering top-weighted k-truss communities in large graphs
Wafaa M. A. Habib, Hoda M. O. Mokhtar, Mohamed E. El-Sharkawi
Defining user spectra to classify Ethereum users based on their behavior
Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
A clustering-based topic model using word networks and word embeddings
Wenchuan Mu, Kwan Hui Lim, Junhua Liu, Shanika Karunasekera, Lucia Falzon, Aaron Harwood
Pre-trained transformer-based language models for Sundanese
Wilson Wongso, Henry Lucky, Derwin Suhartono
HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases
Merve Asiler, Adnan Yazıcı, Roy George
Expanded graph embedding for joint network alignment and link prediction
MHD Samy Alnaimy, Mohammad Said Desouki
Vehicle routing problems based on Harris Hawks optimization
Mohammed Alweshah, Muder Almiani, Nedaa Almansour, Saleh Al Khalaileh, Hamza Aldabbas, Waleed Alomoush, Almahdi Alshareef
Improve data classification performance in diagnosing diabetes using the Binary Exchange Market Algorithm
Faranak Rezaei, Maryam Abbasitabar, Shirin Mirzaei, Zahra Kamari Direh, Sahar Ahmadi, Zahra Azizi, Darya Danialy
Time-series analysis with smoothed Convolutional Neural Network
Aji Prasetya Wibawa, Agung Bella Putra Utama, Hakkun Elmunsyah, Utomo Pujianto, Felix Andika Dwiyanto, Leonel Hernandez
Social media text analytics of Malayalam–English code-mixed using deep learning
S. Thara, Prabaharan Poornachandran
Potential for the use of large unstructured data resources by public innovation support institutions
Wiesław Cetera, Włodzimierz Gogołek, Aleksander Żołnierski, Dariusz Jaruga
Comparing traditional news and social media with stock price movements; which comes first, the news or the price change?
Stephen Smith, Anthony O’Hare
Exploring the form of big data products and the supporting systems
Yazhen Ye, Yao Zhang, Yangyong Zhu
The impact of ensemble learning on surgical tools classification during laparoscopic cholecystectomy
Jaafar Jaafari, Samira Douzi, Khadija Douzi, Badr Hssina
Multivariate cryptocurrency prediction: comparative analysis of three recurrent neural networks approaches
Seng Hansun, Arya Wicaksana, Abdul Q. M. Khaliq
The stability of different aggregation techniques in ensemble feature selection
Reem Salman, Ayman Alzaatreh, Hana Sulieman
Adaptive multiple imputations of missing values using the class center
Kritbodin Phiwhorm, Charnnarong Saikaew, Carson K. Leung, Pattarawit Polpinit, Kanda Runapongsa Saikaew
An intelligent literature review: adopting inductive approach to define machine learning applications in the clinical domain
Renu Sabharwal, Shah J. Miah
NLP-based platform as a service: a brief review
Sebastião Pais, João Cordeiro, M. Luqman Jamil
Transforming OpenAPI Specification 3.0 documents into RDF-based semantic web services
Wardani Muhamad, Suhardi, Yoanes Bandung
Detecting Denial of Service attacks using machine learning algorithms
Kimmi Kumari, M. Mrunalini
Using meta-learning for automated algorithms selection and configuration: an experimental framework for industrial big data
Moncef Garouani, Adeel Ahmad, Mourad Bouneffa, Mohamed Hamlich, Gregory Bourguin, Arnaud Lewandowski
Computational methods for predicting the outcome of thoracic transplantation
C. G. Raji, A. K. Safna
A systematic review and research perspective on recommender systems
Deepjyoti Roy, Mala Dutta
Improved cost-sensitive representation of data for solving the imbalanced big data classification problem
Mahboubeh Fattahi, Mohammad Hossein Moattar, Yahya Forghani
A unified representation and transformation of multi-model data using category theory
Pavel Koupil, Irena Holubová
Classification of mastoid air cells by CT scan images using deep learning method
Mohammad Khosravi, Yalda Jabbari Moghaddam, Mahdad Esmaeili, Ahmad Keshtkar, Javad Jalili, Hamid Tayefi Nasrabadi
Neural network training with limited precision and asymmetric exponent
Mariusz Pietrołaj, Marek Blok
Big social data as a service (BSDaaS): a service composition framework for social media analysis
Kashif Ali, Margaret Hamilton, Charles Thevathayan, Xiuzhen Zhang
Traffic and road conditions monitoring system using extracted information from Twitter
Prabu Kresna Putra, Rahmad Mahendra, Indra Budi
Detection of fake news and hate speech for Ethiopian languages: a systematic review of the approaches
Wubetu Barud Demilie, Ayodeji Olalekan Salau
Runtime prediction of big data jobs: performance comparison of machine learning algorithms and analytical models
Nasim Ahmed, Andre L. C. Barczak, Mohammad A. Rashid, Teo Susnjak
Spatial heterogeneities in acute lower respiratory infections prevalence and determinants across Ethiopian administrative zones
Meseret Tadesse Fetene, Haile Mekonnen Fenta, Lijalem Melie Tesfaw
Big data analytics on social networks for real-time depression detection
Jitimon Angskun, Suda Tipprasert, Thara Angskun
Albatross analytics a hands-on into practice: statistical and data science application
Rezzy Eko Caraka, Youngjo Lee, Jeongseop Han, Hangbin Lee, Maengseok Noh, Il Do Ha, Prana Ugiana Gio, Bens Pardamean
Ramifications of incorrect image segmentations; emphasizing on the potential effects on deep learning methods failure
Hayat Al-Dmour
AraXLNet: pre-trained language model for sentiment analysis of Arabic
Alhanouf Alduailej, Abdulrahman Alothaim
A BERTweet-based design for monitoring behaviour change based on five doors theory on coral bleaching campaign
Gabriela Nathania Harywanto, Juan Sebastian Veron, Derwin Suhartono
Social media analysis of car parking behavior using similarity based clustering
Nabil Arhab, Mourad Oussalah, Md Saroar Jahan
Developing insights from the collective voice of target users in Twitter
Kang-Pyo Lee, Suyong Song
Comparative analysis of deep learning based Afaan Oromo hate speech detection
Gaddisa Olani Ganfure
Efficient spatial data partitioning for distributed NN joins
Ayman Zeidan, Huy T. Vo
Hemorrhage semantic segmentation in fundus images for the diagnosis of diabetic retinopathy by using a convolutional neural network
Ayoub Skouta, Abdelali Elmoufidi, Said Jai-Andaloussi, Ouail Ouchetto
A large-scale sentiment analysis of tweets pertaining to the 2020 US presidential election
Rao Hamza Ali, Gabriela Pinto, Evelyn Lawrie, Erik J. Linstead
A better entity detection of question for knowledge graph question answering through extracting position-based patterns
Mohammad Yani, Adila Alfa Krisnadhi, Indra Budi
Deep learning for component fault detection in electricity transmission lines
Iyke Maduako, Chukwuemeka Fortune Igwe, James Edebo Abah, Obianuju Esther Onwuasaanya, Grace Amarachi Chukwu, Franklin Ezeji, Francis Ifeanyi Okeke
Readers’ affect: predicting and understanding readers’ emotions with deep learning
K. Anoop, P. Deepak, Savitha Sam Abraham, V. L. Lajish, Manjary P. Gangan
Traffic flow prediction based on depthwise separable convolution fusion network
Yue Yu, Wei Sun, Jianhua Liu, Changfan Zhang
Noninvasive identification of Benign and malignant eyelid tumors using clinical images via deep learning system
Shiqi Hui, Li Dong, Kai Zhang, Zihan Nie, Xue Jiang, Heyan Li, Zhijia Hou, Jingwen Ding, Yue Wang, Dongmei Li
Machine learning model for malaria risk prediction based on mutation location of large-scale genetic variation data
Kah Yee Tai, Jasbir Dhaliwal
Deep-Eware: spatio-temporal social event detection using a hybrid learning model
Imad Afyouni, Aamir Khan, Zaher Al Aghbari
Optimal instance subset selection from big data using genetic algorithm and open source framework
Junhai Zhai, Dandan Song
Identification of mRNA vaccines and conserved ferroptosis related immune landscape for individual precision treatment in bladder cancer
Cheng-Peng Gui, Jia-Ying Li, Liang-Min Fu, Cheng-Gong Luo, Chi Zhang, Yi-Ming Tang, Li-zhen Zhang, Guan-nan Shu, Rong-Pei Wu, Jun-Hang Luo
Implementation of Long Short-Term Memory and Gated Recurrent Units on grouped time-series data to predict stock prices accurately
Armin Lawi, Hendra Mesra, Supri Amir
Real-time event detection in social media streams through semantic analysis of noisy terms
Taiwo Kolajo, Olawande Daramola, Ayodele A. Adebiyi
‘Everything is data’: towards one big data ecosystem using multiple sources of data on higher education in Indonesia
Ariana Yunita, Harry B. Santoso, Zainal A. Hasibuan
Tumor antigens and immune subtypes of glioblastoma: the fundamentals of mRNA vaccine and individualized immunotherapy development
Changwu Wu, Chaoying Qin, Wenyong Long, Xiangyu Wang, Kai Xiao, Qing Liu
Estimating the carbon content of oceans using satellite sensor data
Aadidev Sooknanan, Patrick Hosein
Machine learning approach for predicting production delays: a quarry company case study
Rathimala Kannan, Haq’ul Aqif Abdul Halim, Kannan Ramakrishnan, Shahrinaz Ismail, Dedy Rahman Wijaya
An efficient annealing-assisted differential evolution for multi-parameter adaptive latent factor analysis
Qing Li, Guansong Pang, Mingsheng Shang
Human behavior in image-based Road Health Inspection Systems despite the emerging AutoML
Thitirat Siriborvornratanakul
A universal approach for multi-model schema inference
Pavel Koupil, Sebastián Hricko, Irena Holubová
The use of generative adversarial networks to alleviate class imbalance in tabular data: a survey
Rick Sauber-Cole, Taghi M. Khoshgoftaar
Title2Vec: a contextual job title embedding for occupational named entity recognition and other applications
Junhua Liu, Yung Chuen Ng, Zitong Gui, Trisha Singhal, Lucienne T. M. Blessing, Kristin L. Wood, Kwan Hui Lim
Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach
Dimitrios Kotios, Georgios Makridis, Georgios Fatouros, Dimosthenis Kyriazis
A practical Alzheimer’s disease classifier via brain imaging-based deep learning on 85,721 samples
Bin Lu, Hui-Xian Li, Zhi-Kai Chang, Le Li, Ning-Xuan Chen, Zhi-Chen Zhu, Hui-Xia Zhou, Xue-Ying Li, Yu-Wei Wang, Shi-Xian Cui, Zhao-Yu Deng, Zhen Fan, Hong Yang, Xiao Chen, Paul M. Thompson, Francisco Xavier Castellanos, Chao-Gan Yan
Transfer learning: a friendly introduction
Asmaul Hosna, Ethel Merry, Jigmey Gyalmo, Zulfikar Alom, Zeyar Aung, Mohammad Abdul Azim
DD-KARB: data-driven compliance to quality by rule based benchmarking
Mohammad Reza Besharati, Mohammad Izadi
A novel Multi-Layer Attention Framework for visual description prediction using bidirectional LSTM
Dinesh Naik, C. D. Jaidhar
Privacy preserved incremental record linkage
Shahidul Islam Khan, Abir Bin Ayub Khan, Abu Sayed Md Latiful Hoque
A brief survey on big data: technologies, terminologies and data-intensive applications
Hemn Barzan Abdalla
Multiple time series database on microservice architecture for IoT-based sleep monitoring system
Eko Simanjuntak, Nico Surantha
Chronic kidney disease prediction using machine learning techniques
Dibaba Adeba Debal, Tilahun Melak Sitote
On the development of an information system for monitoring user opinion and its role for the public
Vladislav Karyukin, Galimkair Mutanov, Zhanl Mamykova, Gulnar Nassimova, Saule Torekul, Zhanerke Sundetova, Matteo Negri
Spoofing keystroke dynamics authentication through synthetic typing pattern extracted from screen-recorded video
Chrisando Ryan Pardomuan Siahaan, Andry Chowanda
Transforming the generative pretrained transformer into augmented business text writer
Faisal Khalil, Gordon Pipa
Social media analysis of Twitter tweets related to ASD in 2019–2020, with particular attention to COVID-19: topic modelling and sentiment analysis
Luca Corti, Michele Zanetti, Giovanni Tricella, Maurizio Bonati
Decision support system for handling control decisions and decision-maker related to supply chain
Dimah Hussein Alahmadi, Arwa A. Jamjoom
Arabic aspect sentiment polarity classification using BERT
Mohammed M. Abdelgwad, Taysir Hassan A. Soliman, Ahmed I. Taloba
Chromatin state distribution of residue-specific histone acetylation in early myoblast differentiation
Yuan Li, Saadia Khilji, Yan Z. Mach, Jihong Chen, Qiao Li
Operationalizing and automating Data Governance
Sergi Nadal, Petar Jovanovic, Besim Bilalli, Oscar Romero
Enabling real time big data solutions for manufacturing at scale
Altan Cakir, Özgün Akın, Halil Faruk Deniz, Ali Yılmaz
A new feature popularity framework for detecting cyberattacks using popular features
Richard Zuech, John Hancock, Taghi M. Khoshgoftaar
Towards a deep learning-based outlier detection approach in the context of streaming data
Asmaa F. Hassan, Sherif Barakat, Amira Rezk
Distributed fuzzy clustering algorithm for mixed-mode data in Apache SPARK
Abdul Wahab Akram, Zareen Alamgir
Anomaly detection and community detection in networks
Hadiseh Safdari, Caterina De Bacco
Data analytics for crop management: a big data view
Nabila Chergui, Mohand Tahar Kechadi
Detection and prevention of SQLI attacks and developing compressive framework using machine learning and hybrid techniques
Wubetu Barud Demilie, Fitsum Gizachew Deriba