Keyword:machine learning

Papers
Efficient Ranked Multi-Keyword Search using Machine Learning Algorithms Namdeo Kedare and Chaitanya Mankar EasyChair Preprint no. 2429
Text Summarization Framework Using Machine Learning Pallavi Kohakade and Sujata Jadhav EasyChair Preprint no. 2426
Regression models for Statistical Arbitrage: Predicting Currency Exchange Rates from News Media S Sathish Kumar, N Thirumala Rao and Kama Srikanth EasyChair Preprint no. 2415
Krishak Sahayata: Prediction of Best Crop Yield Gresha Bhatia, Urjita Bedekar, Simran Bhagwandasani, Rahul Bhatia and Pranit Naik EasyChair Preprint no. 2413
Modelling Temperature Variation of Mushroom Growing Hall Using Artificial Neural Networks Sina Ardabili, Amir Mosavi, Asghar Mahmoudi, Tarahom Mesri Gundoshmian, Saeed Nosratabadi and Annamária R. Várkonyi-Kóczy EasyChair Preprint no. 2409
State of the Art Survey of Deep Learning and Machine Learning Models for Smart Cities and Urban Sustainability Saeed Nosratabadi, Amir Mosavi, Ramin Keivani, Sina Ardabili and Farshid Aram EasyChair Preprint no. 2397
Spatial Analysis of Seasonal Precipitation over Iran: Co-Variation with Climate Indices Majid Dehghani, Somayeh Salehi, Amir Mosavi, Narjes Nabipour, Shahaboddin Shamshirband and Pedram Ghamisi EasyChair Preprint no. 2395
Survey Paper on Sentiment Analysis: Techniques and Challenges Ansari Fatima Anees, Arsalaan Shaikh, Arbaz Shaikh and Sufiyan Shaikh EasyChair Preprint no. 2389
Prediction of flow characteristics in the bubble column reactor by the artificial pheromone-based communication of biological ants Shahaboddin Shamshirband, Meisam Babanezhad, Amir Mosavi, Narjes Nabipour, Éva Hajnal, László Nádai and Kwok-Wing Chau EasyChair Preprint no. 2353
Modeling Climate Change Impact on Wind Power Resources Using Adaptive Neuro-Fuzzy Inference System Narjes Nabipour, Amir Mosavi, Éva Hajnal, László Nádai, Shahaboddin Shamshirband and Kwok-Wing Chau EasyChair Preprint no. 2352
Smart Farming using IOT and Machine Learning with Image Processing Supriya Ghavate and Himanshu Joshi EasyChair Preprint no. 2333
Applying ANN, ANFIS, and LSSVM Models for Estimation of Acid Solvent Solubility in Supercritical CO2 Amin Bemani, Alireza Baghban, Shahaboddin Shamshirband, Amir Mosavi, Peter Csiba and Annamária R. Várkonyi-Kóczy EasyChair Preprint no. 2294
Towards a Smart World: Application of Machine Learning in 5G Mobile Communication Network Shekhar and Vishal Gupta EasyChair Preprint no. 2280
Mammography Image BI-RADS Classification Using OHPLall Bob Vanderheyden and Ying Xie EasyChair Preprint no. 2270
ILANJI-Automated Irrigation System T. Arvind, S. S. Jeev, V. Sanjith Ragul and Mathi Senthilkumar EasyChair Preprint no. 2262
Structural Damage Diagnosis and prediction using Machine Learning and Deep Learning Models: Comprehensive Review of Advances Amir Mosavi EasyChair Preprint no. 2251
Automatic Detection of Riots Using Deep Learning Mayur Jadhav and V. A. Chakkarwar EasyChair Preprint no. 1976
A Python Toolbox for Processing Air Traffic Data: A Use Case with Trajectory Clustering Xavier Olive and Luis Basora In:Proceedings of the 7th OpenSky Workshop 2019
Anomalies in the Sky: Experiments with traffic densities and airport runway use Axel Tanner and Martin Strohmeier In:Proceedings of the 7th OpenSky Workshop 2019
The Effect of Bloom’s Taxonomy on Random Forest Classifier for cognitive level identification of eLearning content Benny Thomas and J Chandra EasyChair Preprint no. 2188
Comparison and Relationship between Big data Analytics and Machine learning Mohammed Abdelmoneim and Saad Subair EasyChair Preprint no. 2143
On Knowledge Dependence in Weighted Description Logic Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti and Nicolas Troquard In:GCAI 2019. Proceedings of the 5th Global Conference on Artificial Intelligence
Survey on SVM Based Method for Identification and Recognition of Faces by Using Feature Distances Piyush Choudhary, Poorva Agrawal and Gagandeep Kaur EasyChair Preprint no. 2082
A survey on Distributed learning System S Mugesh and G Sharmila EasyChair Preprint no. 2041
Student Performance Analysis at Secondary Level Using Machine Learning Prashant Johri, Pallavi Goel, Sandesh Kumar Srivastava, Sashant Suhag and Sanskriti Jadaun EasyChair Preprint no. 2016
Application of Machine Learning in Analysis of Transcriptomic Data Derived from Next Generation Sequencing Meng-Hsiun Tsai, Shien-Chung Huang, Hsin-Hung Yeh and An-Yuan Chu EasyChair Preprint no. 1985
Stress Detection of User using Social Interaction Rachna Agarwal, Rishabh Rathore, Satyam Yadav, Shashank Jain, Vimaljeet Singh and Yash Mishra EasyChair Preprint no. 1948
A Novel Approach towards Analysis of AttackerBehavior in DDoS Attacks Himanshu Gupta, Tanmay Girish Kulkarni, Lov Kumar and Lalita Bhanu Murthy Neti EasyChair Preprint no. 1901
An AI driven approach for Smart refrigerator to enhance family diet and sustainability Ananda Kumar J Naveen, Shivani Suresh and Kannika Nirai Vaani EasyChair Preprint no. 1867
A literature survey: semantic technology approach in machine learning L Rachana and S Shridevi EasyChair Preprint no. 1833
Hybrid Machine Learning Model of Extreme Learning Machine Radial basis function for Breast Cancer Detection and Diagnosis; a Multilayer Fuzzy Expert System Sanaz Mojrian, Gergő Pintér, Javad Hassannataj Joloudari, Imre Felde, Narjes Nabipour, László Nádai and Amir Mosavi EasyChair Preprint no. 1824
Fine-grained Sentiment Classification using BERT Manish Munikar, Sushil Shakya and Aakash Shrestha EasyChair Preprint no. 1762
Examining International Students' Satisfaction at UK Universities Maha Albalushi and Fairouz Kamareddine EasyChair Preprint no. 1727
An End-to-End solution to Autonomous Driving based on Xilinx FPGA Tianze Wu, Weiyi Liu and Yongwei Jin EasyChair Preprint no. 1680
A Machine-Learning Based Real-Time Analysis to Quantify the Effects of Gut Microbes in Social Insect Collective Behavior Alessio Sclocco and Serafino Teseo EasyChair Preprint no. 1669
Ant microbial endosymbionts and the emergent properties of social groups Alessio Sclocco, Shirlyn Jia Yun Ong and Serafino Teseo EasyChair Preprint no. 1661
Cotton Appearance Grade Classification Based on Machine Learning Lv Yan, Gao Ying, Eric Rigall, Qi Lin, Gao Feng and Dong Junyu EasyChair Preprint no. 1614
Prediction of Diabetes Disease Using Data Mining and Deep Learning Techniques Tharak Roopesh, Asadi Srinivasulu and K.S. Kannan EasyChair Preprint no. 1608
Early Health Prediction System for ICU Patient using Machine Learning and Cloud Computing Asif Ahmed Neloy, Muhammad Shafayat Oshman, Md. Monzurul Islam, Md Julhas Hossain and Zunayeed Bin Zahir EasyChair Preprint no. 1590
Open Source Software Survivability Prediction Using Multi Layer Perceptron Vijaya Kumar Eluri, Shahram Sarkani and Thomas Mazzuchi In:Proceedings of 28th International Conference on Software Engineering and Data Engineering
Socio-Analyzer: A Sentiment Analysis Using Social Media Data Ajay Bandi and Aziz Fellah In:Proceedings of 28th International Conference on Software Engineering and Data Engineering
Creational and Structural Patterns in a Flexible Machine Learning Framework for Medical Ultrasound Diagnostics Corey Thibeault In:Proceedings of 28th International Conference on Software Engineering and Data Engineering
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms Arjun Gupta, Eliu Huerta and Issam Moussa EasyChair Preprint no. 1543
SVGD: a Virtual Gradients Descent Method for Stochastic Optimization Zheng Li and Shi Shu EasyChair Preprint no. 1494
Rock'n'roll PUFs: Crafting Provably Secure PUFs from Less Secure Ones Fatemeh Ganji, Shahin Tajik, Pascal Stauss, Jean-Pierre Seifert, Domenic Forte and Mark Tehranipoor In:Proceedings of 8th International Workshop on Security Proofs for Embedded Systems
End-to-end automated cache-timing attack driven by Machine Learning Sebastien Carré, Victor Dyseryn, Adrien Facon, Sylvain Guilley and Thomas Perianin In:Proceedings of 8th International Workshop on Security Proofs for Embedded Systems
Siamese Networks for One Shot Learning using Kernel Based Activation functions Shruti Jadon and Aditya Acrot Srinivasan EasyChair Preprint no. 893
Machine Learning Techniques for AUV Side Scan Sonar Data Feature Extraction as Applied to Intelligent Search for Underwater Archaeological Sites Nandeeka Nayak, Makoto Nara, Timmy Gambin, Zoë Wood and Christopher Clark EasyChair Preprint no. 1430
On the Use of Generative Adversarial Networks for Aircraft Trajectory Generation and Atypical Approach Detection Gabriel Jarry, Nicolas Couellan and Daniel Delahaye EasyChair Preprint no. 1396
Framework for creating performance model of AI algorithms for early architecture exploration Amit Dudeja, Amit Tara, Amit Garg and Tushar Jain EasyChair Preprint no. 1377
Automated Activity Recognition of Construction Equipment Using a Data Fusion Approach Behnam Sherafat, Abbas Rashidi, Yong-Cheol Lee and Changbum R. Ahn EasyChair Preprint no. 1240
Deep learning of matrix product states Eric Howard EasyChair Preprint no. 1239
Multitask Models for Supervised Protest Detection in Texts Benjamin Radford EasyChair Preprint no. 1222
Cognitive Assemblages in Ecological / Digital Art Scott Rettberg EasyChair Preprint no. 1215
Speech-based Automatic Recognition Technology for Major Depression Disorder Zhixin Yang, Hualiang Li, Li Li, Kai Zhang, Chaolin Xiong and Yuzhong Liu EasyChair Preprint no. 1190
Predicting Test Case Verdicts Using Textual Analysis of Commited Code Churns Khaled Al-Sabbagh, Miroslaw Staron, Regina Hebig and Wilhelm Meding EasyChair Preprint no. 1177
GBDT, LR & Deep Learning for Turn-based Strategy Game AI Like Zhang, Hui Pan, Qi Fan, Changqing Ai and Yanqing Jing EasyChair Preprint no. 1053
Two Stage History Matching for Hydrology Models via Machine Learning Dewi Tjia, Ritu Gupta and Muhammad Alam EasyChair Preprint no. 1040
Discovering the Inter-species Interaction among Microorganisms Based on Iterative Random Forest Algorithm Xinzhe Pang and Xingpeng Jiang EasyChair Preprint no. 1016
Adaptive Testing Model as the Method of Quality Knowledge Control Individualizing Nonna Shapovalova, Olena Rybalchenko, Iryna Dotsenko, Svitlana Bilashenko, Andrii Striuk and Levan Saitgareev EasyChair Preprint no. 994
Applied Timetabling for Railways: Experiences with Several Solution Approaches Julian Jordi, Ambra Toletti, Gabrio Caimi and Kaspar Schüpbach EasyChair Preprint no. 887
Application Inference using ML based Side Channel Analysis Nikhil Chawla, Arvind Singh, Monodeep Kar, Nael Mizanur Rahman and Saibal Mukhopadhyay EasyChair Preprint no. 882
Detecting Toxic Content Online and the Effect of Training Data on Classification Performance Zhixue Zhao, Ziqi Zhang and Frank Hopfgartner EasyChair Preprint no. 872
Automated Examination Grading Using Deep Learning Categorization Techniques Lehan Yang EasyChair Preprint no. 857
Defining discourse formulae: computational approach Ekaterina Gerasimenko, Svetlana Puzhaeva, Elena Zakharova and Ekaterina Rakhilina In:Proceedings of Third Workshop "Computational linguistics and language science"
Genre Classification Problem: in Pursuit of Systematics on a Big Webcorpus Tatiana Shavrina In:Proceedings of Third Workshop "Computational linguistics and language science"
Verb Construction As A Feature Of Genre Classification Nadezhda Bujlova In:Proceedings of Third Workshop "Computational linguistics and language science"
Predicting high-cost patients by Machine Learning: A case study in an Australian private hospital group Isabella Eigner, Freimut Bodendorf and Nilmini Wickramasinghe In:Proceedings of 11th International Conference on Bioinformatics and Computational Biology
A Combined Semantic Search and Machine Learning Approach for Address Entity Resolution Anne Moshyedi, Taylor Kramer, Amitava Gangopadhyay and Sujit Pal EasyChair Preprint no. 832
A New Machine Learning Approach for Anomaly Detection Using Metadata for Model Training Alexander Prosak, Amitava Gangopadhyay and Hemant Garg EasyChair Preprint no. 829
Abnormal Traffic Pattern Detection in Real-Time Financial Transactions Sean Rastatter, Travis Moe, Amitava Gangopadhyay and Alfred Weaver EasyChair Preprint no. 827
Data Driven Analytics of Road Quality Ali Rahim Taleqani, Raj Bridgelall, Jill Hough and Kendall Nygard In:Proceedings of 34th International Conference on Computers and Their Applications
Prediction of Drowsy Driving Using EEG and Facial Expression by Machine Learning Daichi Naito, Ryo Hatano and Hiroyuki Nishiyama In:Proceedings of 34th International Conference on Computers and Their Applications
Predicting Cow's Delivery Using Movement and Position Data Based on Machine Learning Yusuke Ono, Ryo Hatano, Hayato Ohwada and Hiroyuki Nishiyama In:Proceedings of 34th International Conference on Computers and Their Applications
Fall Detection from Thermal Camera Using Convolutional LSTM Autoencoder Jacob Nogas, Shehroz Khan and Alex Mihailidis EasyChair Preprint no. 824
Resilience and Security in Computer Science Loredana Vigliano EasyChair Preprint no. 820
Deep BOO! Automating Beam Orientation Optimization in Radiation Therapy. Olalekan Ogunmolu, Michael Folkerts, Dan Nguyen, Nicholas Gans and Steve Jiang EasyChair Preprint no. 744
Photographic Analysis and Machine Learning for Diagnostic Prediction of Adenoid Hypertrophy Xu Hu, Qinyan Zhang, Ji-Jiang Yang, Jiali Wu, Qing Wang and Yi Lei EasyChair Preprint no. 756
A Dynamic Regret Analysis and Adaptive Regularization Algorithm for On-Policy Robot Imitation Learning Jonathan Lee, Michael Laskey, Ajay Kumar Tanwani, Anil Aswani and Ken Goldberg EasyChair Preprint no. 752
Learning Stabilizable Dynamical Systems via Control Contraction Metrics Sumeet Singh, Vikas Sindhwani, Jean-Jacques Slotine and Marco Pavone EasyChair Preprint no. 750
Geo and Graph Analytics for Dynamic Cellular Transactions Insights, Improving Quality of Service and Business Decisions: “Quality X Map” Dahj Muwawa Jean Nestor and Kingsley A. Ogudo EasyChair Preprint no. 687
Quasi-Monte Carlo Flows Florian Wenzel, Alexander Buchholz and Stephan Mandt EasyChair Preprint no. 684
Practical Implementation of Machine Learning and Predictive Analytics in Cellular Network Transactions in Real Time Dahj Muwawa Jean Nestor and Kingsley A. Ogudo EasyChair Preprint no. 683
Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM Haoran Li and Hua Xu EasyChair Preprint no. 657
A Data-Driven Approach for Optimal Control Parameters in WWTP: the VEAS Experience in Scandinavia Luca Abele Piciaccia, Danilo Croce, Roberto Basili, Pia Ryfors and Jonas Pettersen In:HIC 2018. 13th International Conference on Hydroinformatics
Smart Water Demand Forecasting: Learning from the Data Maria Xenochristou, Zoran Kapelan, Chris Hutton and Jan Hofman In:HIC 2018. 13th International Conference on Hydroinformatics
Intelligent Drought Tracking for its Use in Machine Learning: Implementation and First Results Vitali Diaz, Gerald A. Corzo Perez, Henny A.J. Van Lanen and Dimitri Solomatine In:HIC 2018. 13th International Conference on Hydroinformatics
Predicting Turbidity in Water Distribution Trunk Mains Using Nonlinear Autoregressive Exogenous Artificial Neural Networks Ehsan Kazemi, Stephen Mounce, Stewart Husband and Joby Boxall In:HIC 2018. 13th International Conference on Hydroinformatics
Automatic Identification of Sewer Fault Types Using CCTV Footage Joshua Myrans, Zoran Kapelan and Richard Everson In:HIC 2018. 13th International Conference on Hydroinformatics
On Quantifying and Understanding the Role of Ethics in AI Research: A Historical Account of Flagship Conferences and Journals Marcelo Prates, Pedro Avelar and Luis Lamb In:GCAI-2018. 4th Global Conference on Artificial Intelligence
Road User Abnormal Trajectory Detection using a Deep Autoencoder Pankaj Roy and Guillaume-Alexandre Bilodeau EasyChair Preprint no. 485
Anomaly Detection and Diagnosis for Container-based Microservices with Performance Monitoring Qingfeng Du, Tiandi Xie and Yu He EasyChair Preprint no. 468
Deep Learning On Code with an Unbounded Vocabulary Milan Cvitkovic, Badal Singh and Anima Anandkumar EasyChair Preprint no. 466
Radar for assisted living in the context of Internet of Things for Health and beyond Julien LeKernec, Francesco Fioranelli, Shufan Yang, Jordane Lorandel and Olivier Romain EasyChair Preprint no. 465
Automatic Scan Plane Identification from 2D Ultrasound for Pedicle Screw Guidance Xiao Qi, Nilay Vora, Luis Riera, Amrut Sarangi, George Youssef, Michael Vives and Ilker Hacihaliloglu In:CAOS 2018. The 18th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Gait Estimation and Analysis from Noisy Observations Hafsa Ismail, Ibrahim Radwan, Hanna Suominen and Roland Goecke EasyChair Preprint no. 295
Vision-guided robotic leaf picking Benjamin Joffe, Konrad Ahlin, Ai-Ping Hu and Gary McMurray EasyChair Preprint no. 250
Metamodeling and metalearning approaches in inductive modeling tools Yevgeniya Savchenko and Volodymyr Stepashko EasyChair Preprint no. 83
Hybrid Multistage Fuzzy Clustering System for Medical Data Classification Maryam Abdullah, Fawaz S. Al-Anzi and Salah Al-Sharhan EasyChair Preprint no. 59
We know (nearly) nothing!l But can we learn? Stephan Schulz In:ARCADE 2017. 1st International Workshop on Automated Reasoning: Challenges, Applications, Directions, Exemplary Achievements
Anemic Status Prediction using Multilayer Perceptron Neural Network Model Ching Hao Yu, Manas Bhatnagar, Rachel Hogen, Dilin Mao, Atefeh Farzindar and Kiran Dhanireddy In:GCAI 2017. 3rd Global Conference on Artificial Intelligence
Automated Invention of Strategies and Term Orderings for Vampire Jan Jakubuv, Martin Suda and Josef Urban In:GCAI 2017. 3rd Global Conference on Artificial Intelligence
Why Attackers Lose: Design and Security Analysis of Arbitrarily Large XOR Arbiter PUFs Nils Wisiol, Christoph Graebnitz, Marian Margraf, Manuel Oswald, Tudor Soroceanu and Benjamin Zengin In:PROOFS 2017. 6th International Workshop on Security Proofs for Embedded Systems
A Machine Learning Approach to Discriminate Between Soft and Hard Bone Tissues Using Drilling Sounds Vahid Zakeri, Francesco Fabri, Masashi Karasawa and Antony J. Hodgson In:CAOS 2017. 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
Towards a Surgical Phase Detection Using Markov Logic Networks Patrick Philipp, Johannes Bleier, Yvonne Fischer and Jürgen Beyerer In:CAOS 2017. 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
A Machine Learning Framework for Intraoperative Segmentation and Quality Assessment of Pedicle Screw X-Rays Hooman Esfandiari, Carolyn Anglin, John Street, Pierre Guy and Antony J. Hodgson In:CAOS 2017. 17th Annual Meeting of the International Society for Computer Assisted Orthopaedic Surgery
TacticToe: Learning to Reason with HOL4 Tactics Thibault Gauthier, Cezary Kaliszyk and Josef Urban In:LPAR-21. 21st International Conference on Logic for Programming, Artificial Intelligence and Reasoning
Capacity Visual Attention Networks Marcus Edel and Joscha Lausch In:GCAI 2016. 2nd Global Conference on Artificial Intelligence
Empirical Investigation of Learning-Based Imputation Policies Hara Skouteli and Loizos Michael In:GCAI 2016. 2nd Global Conference on Artificial Intelligence
Machine Learner for Automated Reasoning 0.4 and 0.5 Cezary Kaliszyk, Josef Urban and Jiri Vyskocil In:PAAR-2014. 4th Workshop on Practical Aspects of Automated Reasoning
Machine Learning of Coq Proof Guidance: First Experiments Cezary Kaliszyk, Lionel Mamane and Josef Urban In:SCSS 2014. 6th International Symposium on Symbolic Computation in Software Science
New CNF Features and Formula Classification Enrique Matos Alfonso and Norbert Manthey In:POS-14. Fifth Pragmatics of SAT workshop
Learning from Multiple Proofs: First Experiments Daniel Kuehlwein and Josef Urban In:PAAR-2012. Third Workshop on Practical Aspects of Automated Reasoning
A Machine Learning Technique for Hardness Estimation of QFBV SMT Problems Mohammad Abdul Aziz, Amr Wassal and Nevin Darwish In:SMT 2012. 10th International Workshop on Satisfiability Modulo Theories
Stronger Automation for Flyspeck by Feature Weighting and Strategy Evolution Cezary Kaliszyk and Josef Urban In:PxTP 2013. Third International Workshop on Proof Exchange for Theorem Proving
Adaptive Assertion-Level Proofs Christoph Benzmüller and Marvin Schiller In:EMSQMS 2010. Workshop on Evaluation Methods for Solvers, and Quality Metrics for Solutions
Building Portfolios for the Protein Structure Prediction Problem Alejandro Arbelaez, Youssef Hamadi and Michèle Sebag In:WCB10. Workshop on Constraint Based Methods for Bioinformatics