Recent Advances on Soft Computing and Data Mining: Proceedings of the Fourth International Conference on Soft Computing and Data Mining (SCDM 2020), Melaka, Malaysia, January 22–⁠23, 2020

Front Matter ....Pages i-xvii
Front Matter ....Pages 1-1
 An Enhanced Model for Digital Reference Services  (Asim Shahzad, Nazri Mohd Nawi, Hairulnizam Mahdin, Sundas Naqeeb Khan, Norhamreeza Abdul Hamid)....Pages 3-14
 Fuzzy Random Based Mean Variance Model for Agricultural Production Planning  (Mohammad Haris Haikal Othman, Nureize Arbaiy, Muhammad Shukri Che Lah, Pei-Chun Lin)....Pages 15-24
 Residual Neural Network Vs Local Binary Convolutional Neural Networks for Bilingual Handwritten Digit Recognition  (Ebrahim Al-wajih, Rozaida Ghazali, Yana Mazwin Mohmad Hassim)....Pages 25-34
 Incorporating the Markov Chain Model in WBSN for Improving Patients’ Remote Monitoring Systems  (Rabei Raad Ali, Salama A. Mostafa, Hairulnizam Mahdin, Aida Mustapha, Saraswathy Shamini Gunasekaran)....Pages 35-46
 Designing Deep Neural Network with Chicken Swarm Optimization for Violence Video Classification Using VSD2014 Dataset  (Ashikin Ali, Norhalina Senan, Iwan Tri Riyadi Yanto)....Pages 47-56
 Header Based Email Spam Detection Framework Using Support Vector Machine (SVM) Technique  (Siti Aqilah Khamis, Cik Feresa Mohd Foozy, Mohd Firdaus Ab Aziz, Nordiana Rahim)....Pages 57-65
 A Mechanism to Support Agile Frameworks Enhancing Reliability Assessment for SCS Development: A Case Study of Medical Surgery Departments  (Abdulaziz Ahmed Thawaba, Azizul Azhar Ramli, Mohd. Farhan Md. Fudzee, Junzo Wadata)....Pages 66-76
 Link Bandwidth Recommendation for Indonesian E-Health Grid  (Sri Chusri Haryanti, Ummi Azizah Rachmawati, Elan Suherlan, Nabylla Azahra, Sarah Syahwenni Utari, Heru Suhartanto)....Pages 77-87
 Investigating the Optimal Parameterization of Deep Neural Network and Synthetic Data Workflow for Imbalance Liver Disorder Dataset Classification  (Nova Eka Diana, Andi Batari Ahmad, Zwasta Pribadi Mahardika)....Pages 88-97
 Genetic Algorithm Based Parallel K-Means Data Clustering Algorithm Using MapReduce Programming Paradigm on Hadoop Environment (GAPKCA)  (Sayer Alshammari, Maslina Binti Zolkepli, Rusli Bin Abdullah)....Pages 98-108
 Android Botnet Detection by Classification Techniques  (Athirah Zaffira Binti Majit, Palaniappan Shamala, Cik Feresa Mohd Foozy, Chuah Chai Wen, Muruga Chinniah)....Pages 109-120
 Android Ransomware Detection Based on Dynamic Obtained Features  (Zubaile Abdullah, Farah Waheeda Muhadi, Madihah Mohd Saudi, Isredza Rahmi A. Hamid, Cik Feresa Mohd Foozy)....Pages 121-129
 Training Functional Link Neural Network with Ant Lion Optimizer  (Yana Mazwin Mohmad Hassim, Rozaida Ghazali)....Pages 130-139
 Classification of Metamorphic Virus Using N-Grams Signatures  (Isredza Rahmi A. Hamid, Nur Sakinah Md. Sani, Zubaile Abdullah, Cik Feresa Mohd Foozy, Kuryati Kipli)....Pages 140-149
Front Matter ....Pages 151-151
 Experimental Analysis of Tuberculosis Classification Based on Clinical Data Using Machine Learning Techniques  (Hery Yugaswara, Muhamad Fathurahman, Suhaeri)....Pages 153-160
 Impact of Hyperparameter Tuning on Deep Learning Based Estimation of Disease Severity in Grape Plant  (Shradha Verma, Anuradha Chug, Amit Prakash Singh)....Pages 161-171
 Multi-modal Feature Based for Phonocardiogram Signal Classification Using Autoencoder  (Muhamad Fathurahman, Ummi Azizah Rachmawati, Sri Chusri Haryanti)....Pages 172-180
 Implementation of 1D-Convolution Neural Network for Pneumonia Classification Based Chest X-Ray Image  (Muhamad Fathurahman, Sri Cahya Fauzi, Sri Chusri Haryanti, Ummi Azizah Rahmawati, Elan Suherlan)....Pages 181-191
 Semantic Information Retrieval Systems Costing in Big Data Environment  (Khalid Mahmood, M. Rahmah, Md. Manjur Ahmed, Muhammad Ahsan Raza)....Pages 192-201
 The Comparison of Pooling Functions in Convolutional Neural Network for Sentiment Analysis Task  (Nurul Ashikin Samat, Mohd Najib Mohd Salleh, Haseeb Ali)....Pages 202-210
 Interval Type-2 Fuzzy Multi Criteria Decision Making Based on Intuitive Multiple Centroid  (Ku Muhammad Naim Ku Khalif, Alexander Gegov, Ahmad Syafadhli Abu Bakar, Noor Zuraidin Mohd Safar)....Pages 211-221
 A Spiking Neural Networks Model with Fuzzy-Weighted k-Nearest Neighbour Classifier for Real-World Flood Risk Assessment  (Mohd Hafizul Afifi Abdullah, Muhaini Othman, Shahreen Kasim, Shaznoor Shakira Saharuddin, Siti Aisyah Mohamed)....Pages 222-230
 Linear Fuzzy Delay Differential Equation and Its Application in Biological Model with Fuzzy Stability Analysis  (Animesh Mahata, Sankar Prasad Mondal, Ali Ahmadian, Shariful Alam, Soheil Salahshour)....Pages 231-240
 Rainfall Intensity Forecast Using Ensemble Artificial Neural Network and Data Fusion for Tropical Climate  (Noor Zuraidin Mohd Safar, David Ndzi, Hairulnizam Mahdin, Ku Muhammad Naim Ku Khalif)....Pages 241-250
Front Matter ....Pages 251-251
 Recommending Domain Specific Keywords for Twitter  (Muhammad Adeel Abid, Muhammad Faheem Mushtaq, Urooj Akram, Bushra Mughal, Maqsood Ahmad, Muhammad Imran)....Pages 253-263
 A Review on Smart IOT Based Parking System  (Adil Ali Saleem, Hafeez Ur Rehman Siddiqui, Rahman Shafique, Abdullah Haider, Muhammad Ali)....Pages 264-273
 Mental Health App Reviews Analyzer (MHARA) Using Logistic Regression and Tri-Gram  (Maqsood Ahmad, Noorhaniza Wahid, Arif Mehmood, Gyu Sang Choi, Rahayu A. Hamid, Muhammad Faheem Mushtaq et al.)....Pages 274-282
 Source Camera Identification for Online Social Network Images Using Texture Feature  (Nordiana Rahim, Cik Feresa Mohd Foozy)....Pages 283-296
 Automatic Patents Classification Using Supervised Machine Learning  (Muhammad Shahid, Adeel Ahmed, Muhammad Faheem Mushtaq, Saleem Ullah, Matiullah, Urooj Akram)....Pages 297-307
 A Fuzzy Logic Technique for Optimizing Follicular Units Measurement of Hair Transplantation  (Salama A. Mostafa, Abdullah S. Alsobiae, Azizul Azhar Ramli, Aida Mustapha, Rabei Raad Ali)....Pages 308-319
Front Matter ....Pages 321-321
 Divisible Load Framework and Close Form for Scheduling in Fog Computing Systems  (Mojtaba Kazemi, Shamsollah Ghanbari, Manochehr Kazemi)....Pages 323-333
 An Enhanced Evolutionary Algorithm for Detecting Complexes in Protein Interaction Networks with Heuristic Biological Operator  (Dhuha Abdulhadi Abduljabbar, Siti Zaiton Mohd Hashim, Roselina Sallehuddin)....Pages 334-345
 A Comparative Analysis of Open Government Data in Several Countries: The Practices and Problems  (Amirudin Syarif, Mohamad Aizi bin Salamat, Rusmin Syafari)....Pages 346-357
 Survey of Offline Arabic Handwriting Word Recognition  (Haitham Qutaiba Ghadhban, Muhaini Othman, Noor Azah Samsudin, Mohd Norasri Bin Ismail, Mustafa Raad Hammoodi)....Pages 358-372
 Implementing Virtual Machine: A Performance Evaluation  (Hazalila Kamaludin, Muhamad Yusmaleef Jamal, Nurul Hidayah Ab Rahman, Noor Zuraidin Mohd Safar, Suhaimi Abd Ishak)....Pages 373-381
 Lungs Cancer Nodules Detection from CT Scan Images with Convolutional Neural Networks  (Muhammad Zubair Rehman, Nazri Mohd Nawi, Aisha Tanveer, Hassan Zafar, Hamza Munir, Sher Hassan)....Pages 382-391
 Conditional Generative Adversarial Networks for Data Augmentation in Breast Cancer Classification  (Weng San Wong, Mohammed Amer, Tomas Maul, Iman Yi Liao, Amr Ahmed)....Pages 392-402
 Reducing the Effects of Time Cheating on the Performance of Divisible Load Scheduling Using Analytical Hierarchy Process  (Shamsollah Ghanbari, Mohamed Othman)....Pages 403-416
Front Matter ....Pages 417-417
 Enhanced Bat Algorithm for Solving Non-Convex Economic Dispatch Problem  (Kashif Hussain, William Zhu, Mohd Najib Mohd Salleh, Haseeb Ali, Noreen Talpur, Rashid Naseem et al.)....Pages 419-428
 A Hybrid Social Mining Approach for Companies Current Reputation Analysis  (Falwah AlHamed, Aljohara AlGwaiz)....Pages 429-438
 Mathematical Modeling of Multimodal Transportation Risks  (Vitalii Nitsenko, Sergiy Kotenko, Iryna Hanzhurenko, Abbas Mardani, Ihor Stashkevych, Maksym Karakai)....Pages 439-447
 Economic Load Dispatch Problem via Simulated Annealing Method  (Jamaluddin Mir, Maria Imdad, Junaid A. Khan, Nurul Aswa Omar, Shahreen Kasim, Tauseef Sajid)....Pages 448-459
 A Comparison of Weighted Support Vector Machine (WSVM), One-Step WSVM (OWSVM) and Iteratively WSVM (IWSVM) for Mislabeled Data  (Syarizul Amri Mohd Dzulkifli, Mohd. Najib Mohd. Salleh, Ida Aryanie Bahrudin)....Pages 460-469
 eSNN for Spatio-Temporal fMRI Brain Pattern Recognition with a Graphical Object Recognition Case Study  (Norhanifah Murli, Nikola Kasabov, Nurul Amirah Paham)....Pages 470-478
Back Matter ....Pages 479-481