| 1 | -- | 0 | Jie Tao, Xing Fang. Toward multi-label sentiment analysis: a transfer learning based approach |
| 1 | -- | 28 | Maryam Farshchian Yazdi, Seyed Reza Kamel, Seyyed Javad Seyyed Mahdavi Chabok, Maryam Kheirabadi. Flight delay prediction based on deep learning and Levenberg-Marquart algorithm |
| 1 | -- | 18 | Ahmad Gamal, Ari Wibisono, Satrio Bagus Wicaksono, Muhammad Alvin Abyan, Nur Hamid, Hanif Arif Wisesa, Wisnu Jatmiko, Ronny Ardhianto. Automatic LIDAR building segmentation based on DGCNN and euclidean clustering |
| 1 | -- | 19 | Joffrey L. Leevy, Taghi M. Khoshgoftaar. A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data |
| 1 | -- | 25 | Wilfried Yves Hamilton Adoni, Tarik Nahhal, Moez Krichen, Abdeltif El byed, Ismail Assayad. DHPV: a distributed algorithm for large-scale graph partitioning |
| 1 | -- | 28 | K. Namitha, G. Santhosh Kumar. Learning in the presence of concept recurrence in data stream clustering |
| 1 | -- | 18 | Thérence Nibareke, Jalal Laassiri. Using Big Data-machine learning models for diabetes prediction and flight delays analytics |
| 1 | -- | 19 | Tohari Ahmad, Yoga Samudra. Reversible data hiding with segmented secrets and smoothed samples in various audio genres |
| 1 | -- | 19 | Tian J. Ma, Rudy J. Garcia, Forest Danford, Laura Patrizi, Jennifer Galasso, Jason Loyd. Big data actionable intelligence architecture |
| 1 | -- | 19 | Amaryllis Mavragani, Konstantinos Gkillas, Konstantinos P. Tsagarakis. Predictability analysis of the Pound's Brexit exchange rates based on Google Trends data |
| 1 | -- | 43 | Ali A. Amer, Hassan Ismail Abdalla. A set theory based similarity measure for text clustering and classification |
| 1 | -- | 20 | Sydney Mambwe Kasongo, Yanxia Sun. Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset |
| 1 | -- | 10 | Widodo Budiharto, Vincent Andreas, Alexander Agung Santoso Gunawan. Deep learning-based question answering system for intelligent humanoid robot |
| 2 | -- | 0 | Mahdi Hashemi 0001, Margeret Hall. Criminal tendency detection from facial images and the gender bias effect |
| 3 | -- | 0 | Abou Zakaria Faroukhi, Imane El Alaoui, Youssef Gahi, Aouatif Amine. Big data monetization throughout Big Data Value Chain: a comprehensive review |
| 4 | -- | 0 | Tanmaya Mahapatra, Christian Prehofer. Graphical Flow-based Spark Programming |
| 5 | -- | 0 | Riyanarto Sarno, Fernandes Sinaga, Kelly Rossa Sungkono. Anomaly detection in business processes using process mining and fuzzy association rule learning |
| 6 | -- | 0 | Ali Bakhthemmat, Mohammad Izadi. Decreasing the execution time of reducers by revising clustering based on the futuristic greedy approach |
| 7 | -- | 0 | Aya Rizk, Ahmed Elragal. Data science: developing theoretical contributions in information systems via text analytics |
| 8 | -- | 0 | Somayyeh Taheri, Maziar Goudarzi, Osamu Yoshie. Learning-based power prediction for geo-distributed Data Centers: weather parameter analysis |
| 9 | -- | 0 | Maha Alkhayrat, Mohamad Aljnidi, Kadan Aljoumaa. A comparative dimensionality reduction study in telecom customer segmentation using deep learning and PCA |
| 10 | -- | 0 | Bilal Abu Salih, Kit Yan Chan, Omar Al-Kadi, Marwan Al-Tawil, Pornpit Wongthongtham, Tomayess Issa, Heba Saadeh, Malak Al-hassan, Bushra Bremie, Abdulaziz Albahlal. Time-aware domain-based social influence prediction |
| 11 | -- | 0 | Hui Yie Teh, Andreas W. Kempa-Liehr, Kevin I-Kai Wang. Sensor data quality: a systematic review |
| 12 | -- | 0 | Tahereh Saheb, Tayebeh Saheb. Understanding the development trends of big data technologies: an analysis of patents and the cited scholarly works |
| 13 | -- | 0 | Sandhya Narayanan, Philip Samuel, Mariamma Chacko. Improving prediction with enhanced Distributed Memory-based Resilient Dataset Filter |
| 14 | -- | 0 | Ugo Santosuosso, Alessandro Cini, Alessio Papini. Tracing outliers in the dataset of Drosophila suzukii records with the Isolation Forest method |
| 15 | -- | 0 | Maher Ala'raj, Munir Majdalawieh, Maysam F. Abbod. Improving binary classification using filtering based on k-NN proximity graphs |
| 16 | -- | 0 | Mesfin Mulu Ayalew. Bayesian hierarchical analyses for entrepreneurial intention of students |
| 17 | -- | 0 | Adler Haymans Manurung, Christina Natasha, Widodo Budiharto. Modelling shares choice to enter in a portfolio using artificial neural networks (ANN) |
| 18 | -- | 0 | Vikrant Doma, Matin Pirouz. A comparative analysis of machine learning methods for emotion recognition using EEG and peripheral physiological signals |
| 19 | -- | 0 | Pietro Ducange, Michela Fazzolari, Francesco Marcelloni. An overview of recent distributed algorithms for learning fuzzy models in Big Data classification |
| 20 | -- | 0 | Isaac Kofi Nti, Adebayo Felix Adekoya, Benjamin A. Weyori. A comprehensive evaluation of ensemble learning for stock-market prediction |
| 21 | -- | 0 | Md. Morshadul Hasan, József Popp, Judit Oláh. Current landscape and influence of big data on finance |
| 22 | -- | 0 | Ryohei Hisano, Didier Sornette, Takayuki Mizuno. Prediction of ESG compliance using a heterogeneous information network |
| 23 | -- | 0 | Tawfiq Hasanin, Taghi M. Khoshgoftaar, Joffrey L. Leevy, Richard A. Bauder. Investigating class rarity in big data |
| 24 | -- | 0 | Budi Padmaja, Madhu Bala Myneni, Epili Krishna Rao Patro. A comparison on visual prediction models for MAMO (multi activity-multi object) recognition using deep learning |
| 25 | -- | 0 | Pekka Pääkkönen, Daniel Pakkala. Extending reference architecture of big data systems towards machine learning in edge computing environments |
| 26 | -- | 0 | Mahsa Madani Hosseini, Manaf Zargoush, Farrokh Alemi, Raya E. Kheirbek. Leveraging machine learning and big data for optimizing medication prescriptions in complex diseases: a case study in diabetes management |
| 27 | -- | 0 | Fajar Purnama, Tsuyoshi Usagawa. Using real-time online preprocessed mouse tracking for lower storage and transmission costs |
| 28 | -- | 0 | John T. Hancock, Taghi M. Khoshgoftaar. Survey on categorical data for neural networks |
| 29 | -- | 0 | Wissam Nazeer Wassouf, Ramez Alkhatib, Kamal Salloum, Shadi Balloul. Predictive analytics using big data for increased customer loyalty: Syriatel Telecom Company case study |
| 30 | -- | 0 | Xingwei Hu. Sorting big data by revealed preference with application to college ranking |
| 31 | -- | 0 | Ali A. Amer. On K-means clustering-based approach for DDBSs design |
| 32 | -- | 0 | Khalid Aznag, Toufik Datsi, Ahmed El Oirrak, Essaid El Bachari. Binary image description using frequent itemsets |
| 33 | -- | 0 | P. Sasikala, L. Mary Immaculate Sheela. Sentiment analysis of online product reviews using DLMNN and future prediction of online product using IANFIS |
| 34 | -- | 0 | Nour Nassar, Assef Jafar, Yasser Rahhal. Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization |
| 35 | -- | 0 | Annapareddy V. N. Reddy, Ch. Phani Krishna, Pradeep Kumar Mallick, Sandeep Kumar Satapathy, Prayag Tiwari, Mikhail L. Zymbler, Sachin Kumar. Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks |
| 35 | -- | 0 | Annapareddy V. N. Reddy, Ch. Phani Krishna, Pradeep Kumar Mallick, Sandeep Kumar Satapathy, Prayag Tiwari, Mikhail L. Zymbler, Sachin Kumar. Analyzing MRI scans to detect glioblastoma tumor using hybrid deep belief networks |
| 36 | -- | 0 | Joffrey L. Leevy, Taghi M. Khoshgoftaar, Richard A. Bauder, Naeem Seliya. Investigating the relationship between time and predictive model maintenance |
| 37 | -- | 0 | Shahidul Islam Khan, Abu Sayed Md. Latiful Hoque. SICE: an improved missing data imputation technique |
| 38 | -- | 0 | Feras A. Batarseh, Iya Ghassib, Deri (Sondor) Chong, Po-Hsuan Su. Preventive healthcare policies in the US: solutions for disease management using Big Data Analytics |
| 39 | -- | 0 | Hiba ALMarwi, Mossa Ghurab, Ibrahim A. Al-Baltah. A hybrid semantic query expansion approach for Arabic information retrieval |
| 40 | -- | 0 | Mahdi Hashemi 0001, Margeret Hall. Retraction Note: Criminal tendency detection from facial images and the gender bias effect |
| 41 | -- | 0 | Iqbal H. Sarker, A. S. M. Kayes, Shahriar Badsha, Hamed AlQahtani, Paul A. Watters, Alex Ng. Cybersecurity data science: an overview from machine learning perspective |
| 42 | -- | 0 | Srikanth Thudumu, Philip Branch, Jiong Jin, Jugdutt Jack Singh. A comprehensive survey of anomaly detection techniques for high dimensional big data |
| 43 | -- | 0 | Jia Zheng Lim, James Mountstephens, Jason Teo. Four-class emotion classification in virtual reality using pupillometry |
| 44 | -- | 0 | Narges Peyravi, Ali Moeini. Estimating runtime of a job in Hadoop MapReduce |
| 45 | -- | 0 | Nour Nassar, Assef Jafar, Yasser Rahhal. Correction to: Multi-criteria collaborative filtering recommender by fusing deep neural network and matrix factorization |
| 46 | -- | 0 | Vladimir D. Shepelev, Sergei Aliukov, Alexander Glushkov, Salavat Shabiev. Identification of distinguishing characteristics of intersections based on statistical analysis and data from video cameras |
| 47 | -- | 0 | Muhammad Qasim Shabbir, Syed Babar Waheed Gardezi. Application of big data analytics and organizational performance: the mediating role of knowledge management practices |
| 48 | -- | 0 | Ifeoma Patricia Osamor, Victor Chukwudi Osamor. OsamorSoft: clustering index for comparison and quality validation in high throughput dataset |
| 49 | -- | 0 | V. Seethalakshmi, V. Govindasamy, Akila Venkatesan. Hybrid gradient descent spider monkey optimization (HGDSMO) algorithm for efficient resource scheduling for big data processing in heterogenous environment |
| 50 | -- | 0 | Thulasi Bikku. Multi-layered deep learning perceptron approach for health risk prediction |
| 51 | -- | 0 | Iqbal H. Sarker, Hamed AlQahtani, Fawaz Alsolami, Asif Irshad Khan, Yoosef B. Abushark, Mohammad Khubeb Siddiqui. Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling |
| 52 | -- | 0 | Rung Ching Chen, Christine Dewi, Su-Wen Huang, Rezzy Eko Caraka. Selecting critical features for data classification based on machine learning methods |
| 53 | -- | 0 | Mahya Seyedan, Fereshteh Mafakheri. Predictive big data analytics for supply chain demand forecasting: methods, applications, and research opportunities |
| 54 | -- | 0 | Sikha Bagui, Richard P. Stanley. Mining frequent itemsets from streaming transaction data using genetic algorithms |
| 55 | -- | 0 | Jacinta Holloway, Kate Helmstedt, Kerrie L. Mengersen. Stochastic spatial random forest (SS-RF) for interpolating probabilities of missing land cover data |
| 56 | -- | 0 | Velagapudi Sreenivas, Varsha Namdeo, E. Vijay Kumar. Group based emotion recognition from video sequence with hybrid optimization based recurrent fuzzy neural network |
| 57 | -- | 0 | Hilman F. Pardede, Endang Suryawati, Vicky Zilvan, Ade Ramdan, R. Budiarianto S. Kusumo, Ana Heryana, R. Sandra Yuwana, Dikdik Krisnandi, Agus Subekti, Fani Fauziah, Vitria P. Rahadi. Plant diseases detection with low resolution data using nested skip connections |
| 58 | -- | 0 | Didier Grimaldi, Javier Díaz-Cely, Hugo Arboleda. Inferring the votes in a new political landscape: the case of the 2019 Spanish Presidential elections |
| 59 | -- | 0 | Natalie Best, Jordan Ott, Erik Linstead. Exploring the efficacy of transfer learning in mining image-based software artifacts |
| 60 | -- | 0 | Marco Casolino. Large scale analysis of violent death count in daily newspapers to quantify bias and censorship |
| 61 | -- | 0 | Claude Lehmann, Lilach Goren Huber, Thomas Horisberger, Georg Scheiba, Ana Claudia Sima, Kurt Stockinger. Big Data architecture for intelligent maintenance: a focus on query processing and machine learning algorithms |
| 62 | -- | 0 | Gregor Ulm, Simon Smith 0005, Adrian Nilsson, Emil Gustavsson, Mats Jirstrand. S-RASTER: contraction clustering for evolving data streams |
| 63 | -- | 0 | Setegn Muche Fenta, Haile Mekonnen Fenta, Girum Meseret Ayenew. The best statistical model to estimate predictors of under-five mortality in Ethiopia |
| 64 | -- | 0 | Owusu Nyarko-Boateng, Adebayo Felix Adekoya, Benjamin Asubam Weyori. Using machine learning techniques to predict the cost of repairing hard failures in underground fiber optics networks |
| 65 | -- | 0 | Samiul Islam, Saman Hassanzadeh Amin. Prediction of probable backorder scenarios in the supply chain using Distributed Random Forest and Gradient Boosting Machine learning techniques |
| 66 | -- | 0 | Jingyi Shen, M. Omair Shafiq. Short-term stock market price trend prediction using a comprehensive deep learning system |
| 67 | -- | 0 | Ari Wibisono, Petrus Mursanto. Multi Region-Based Feature Connected Layer (RB-FCL) of deep learning models for bone age assessment |
| 68 | -- | 0 | Khloud Al Jallad, Mohamad Aljnidi, Mohammad Said Desouki. Anomaly detection optimization using big data and deep learning to reduce false-positive |
| 69 | -- | 0 | Ari Wibisono, Hanif Arief Wisesa, Zulia Putri Rahmadhani, Puteri Khatya Fahira, Petrus Mursanto, Wisnu Jatmiko. Traditional food knowledge of Indonesia: a new high-quality food dataset and automatic recognition system |
| 70 | -- | 0 | Jafar Tanha, Yousef Abdi, Negin Samadi, Nazila Razzaghi, Mohammad Asadpour. Boosting methods for multi-class imbalanced data classification: an experimental review |
| 71 | -- | 0 | Mohammed Ali Berawi, Perdana Miraj, Gunawan Saroji, Mustika Sari. Impact of rail transit station proximity to commercial property prices: utilizing big data in urban real estate |
| 72 | -- | 0 | Oksana Severiukhina, Sergey Kesarev, Klavdiya Bochenina, Alexander Boukhanovsky, Michael Harold Lees, Peter M. A. Sloot. Large-scale forecasting of information spreading |
| 73 | -- | 0 | Joffrey L. Leevy, Taghi M. Khoshgoftaar, Flavio Villanustre. Survey on RNN and CRF models for de-identification of medical free text |
| 74 | -- | 0 | Ali A. Amer, Hassan Ismail Abdalla. A set theory based similarity measure for text clustering and classification |
| 75 | -- | 0 | K. Namitha, G. Santhosh Kumar. Learning in the presence of concept recurrence in data stream clustering |
| 76 | -- | 0 | Wilfried Yves Hamilton Adoni, Tarik Nahhal, Moez Krichen, Abdeltif El byed, Ismail Assayad. DHPV: a distributed algorithm for large-scale graph partitioning |
| 77 | -- | 0 | Widodo Budiharto, Vincent Andreas, Alexander Agung Santoso Gunawan. Deep learning-based question answering system for intelligent humanoid robot |
| 78 | -- | 0 | Thérence Nibareke, Jalal Laassiri. Using Big Data-machine learning models for diabetes prediction and flight delays analytics |
| 79 | -- | 0 | Amaryllis Mavragani, Konstantinos Gkillas, Konstantinos P. Tsagarakis. Predictability analysis of the Pound's Brexit exchange rates based on Google Trends data |
| 80 | -- | 0 | Tohari Ahmad, Yoga Samudra. Reversible data hiding with segmented secrets and smoothed samples in various audio genres |
| 81 | -- | 0 | Tanmaya Mahapatra. Composing high-level stream processing pipelines |
| 82 | -- | 0 | Gousiya Begum, S. Zahoor Ul Huq, A. P. Siva Kumar. Sandbox security model for Hadoop file system |
| 83 | -- | 0 | Mehrdad Rostami, Kamal Berahmand, Saman Forouzandeh. A novel method of constrained feature selection by the measurement of pairwise constraints uncertainty |
| 84 | -- | 0 | Kirill Khazukov, Vladimir D. Shepelev, Tatiana Karpeta, Salavat Shabiev, Ivan Slobodin, Irakli Charbadze, Irina Alferova. Real-time monitoring of traffic parameters |
| 85 | -- | 0 | Ari Wibisono, Petrus Mursanto, Jihan Adibah, Wendy D. W. T. Bayu, May Iffah Rizki, Lintang Matahari Hasani, Valian Fil Ahli. Distance variable improvement of time-series big data stream evaluation |
| 86 | -- | 0 | Ramtin Bagheri, Morteza Amini, Somayeh Dolatnezhad Samarin. Efficient verification of parallel matrix multiplication in public cloud: the MapReduce case |
| 87 | -- | 0 | Nasaruddin Nasaruddin, Kahlil Muchtar, Afdhal Afdhal, Alvin Prayuda Juniarta Dwiyantoro. Deep anomaly detection through visual attention in surveillance videos |
| 88 | -- | 0 | E. A. Huerta, Asad Khan, Edward Davis, Colleen Bushell, William D. Gropp, Daniel S. Katz, Volodymyr V. Kindratenko, Seid Koric, William T. C. Kramer, Brendan McGinty, Kenton McHenry, Aaron Saxton. Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure |
| 89 | -- | 0 | Omogbai Oleghe. A predictive noise correction methodology for manufacturing process datasets |
| 90 | -- | 0 | Derwin Suhartono, Aryo Pradipta Gema, Suhendro Winton, Theodorus David, Mohamad Ivan Fanany, Aniati Murni Arymurthy. Argument annotation and analysis using deep learning with attention mechanism in Bahasa Indonesia |
| 91 | -- | 0 | Phuong Pho, Alexander V. Mantzaris. Regularized Simple Graph Convolution (SGC) for improved interpretability of large datasets |
| 92 | -- | 0 | Nataliia Neshenko, Christelle Nader, Elias Bou-Harb, Borko Furht. A survey of methods supporting cyber situational awareness in the context of smart cities |
| 93 | -- | 0 | Young-Eun Park. Uncovering trend-based research insights on teaching and learning in big data |
| 94 | -- | 0 | John T. Hancock, Taghi M. Khoshgoftaar. CatBoost for big data: an interdisciplinary review |
| 95 | -- | 0 | Patrick Obilikwu, Emeka Ogbuju. A data model for enhanced data comparability across multiple organizations |
| 96 | -- | 0 | Pradeep S. Virdee, Alice Fuller, Michael Jacobs, Tim Holt, Jacqueline Birks. Assessing data quality from the Clinical Practice Research Datalink: a methodological approach applied to the full blood count blood test |
| 97 | -- | 0 | Kassim S. Mwitondi, Isaac Munyakazi, Barnabas N. Gatsheni. A robust machine learning approach to SDG data segmentation |
| 98 | -- | 0 | Damodara Krishna Kishore Galla, Babu Reddy Mukamalla, Rama Prakasha Reddy Chegireddy. Support vector machine based feature extraction for gender recognition from objects using lasso classifier |
| 99 | -- | 0 | Amr Adel. Utilizing technologies of fog computing in educational IoT systems: privacy, security, and agility perspective |
| 100 | -- | 0 | Hamidreza Bolhasani, Somayyeh Jafarali Jassbi. Deep learning accelerators: a case study with MAESTRO |
| 101 | -- | 0 | Marek Nowicki. Comparison of sort algorithms in Hadoop and PCJ |
| 107 | -- | 0 | A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Leslie F. Sikos, Paul S. Haskell-Dowland. Cooperative co-evolution for feature selection in Big Data with random feature grouping |
| 108 | -- | 0 | Tahani Daghistani, Huda Alghamdi, Riyad Alshammari, Raed H. AlHazme. Predictors of outpatients' no-show: big data analytics using apache spark |
| 109 | -- | 0 | Molham Al-Maleh, Said Desouki. Arabic text summarization using deep learning approach |
| 110 | -- | 0 | Nasim Ahmed, Andre L. C. Barczak, Teo Susnjak, Mohammed A. Rashid. A comprehensive performance analysis of Apache Hadoop and Apache Spark for large scale data sets using HiBench |
| 111 | -- | 0 | A. N. M. Bazlur Rashid, Mohiuddin Ahmed, Leslie F. Sikos, Paul S. Haskell-Dowland. Correction to: Cooperative co‑evolution for feature selection in Big Data with random feature grouping |