Interactive machine learning: experimental evidence for the human in the algorithmic loop Andreas HolzingerMarkus PlassVasile Palade OriginalPaper Open access 07 December 2018 Pages: 2401 - 2414
Effective use of convolutional neural networks and diverse deep supervision for better crowd counting Haiying JiangWeidong Jin OriginalPaper 17 January 2019 Pages: 2415 - 2433
KnRVEA: A hybrid evolutionary algorithm based on knee points and reference vector adaptation strategies for many-objective optimization Gaurav DhimanVijay Kumar OriginalPaper 19 January 2019 Pages: 2434 - 2460
User profile as a bridge in cross-domain recommender systems for sparsity reduction Ashish Kumar SahuPragya Dwivedi OriginalPaper 19 January 2019 Pages: 2461 - 2481
The color quantization problem solved by swarm-based operations María-Luisa Pérez-Delgado OriginalPaper 23 January 2019 Pages: 2482 - 2514
A motion-aware ConvLSTM network for action recognition Mahshid MajdReza Safabakhsh OriginalPaper 23 January 2019 Pages: 2515 - 2521
Sparse semi-autoencoders to solve the vanishing information problem in multi-layered neural networks Ryotaro KamimuraHaruhiko Takeuchi OriginalPaper 24 January 2019 Pages: 2522 - 2545
Generalized vertex cover using chemical reaction optimization Md. Rafiqul IslamImran Hossain ArifRifat Hasan Shuvo OriginalPaper 25 January 2019 Pages: 2546 - 2566
A fuzzy clustering ensemble based on cluster clustering and iterative Fusion of base clusters Musa MojaradSamad NejatianMajid Mohammadpoor OriginalPaper 25 January 2019 Pages: 2567 - 2581
Nested probabilistic-numerical linguistic term sets in two-stage multi-attribute group decision making Xinxin WangZeshui XuXunjie Gou OriginalPaper 26 January 2019 Pages: 2582 - 2602
A novel hybrid algorithm based on PSO and FOA for target searching in unknown environments Hongwei TangWei SunYuxue Song OriginalPaper 28 January 2019 Pages: 2603 - 2622
Distributed representations based collaborative filtering with reviews Xinghua ZhengWen HeLei Li OriginalPaper 28 January 2019 Pages: 2623 - 2640
RAMD: registry-based anomaly malware detection using one-class ensemble classifiers Asghar TajoddinMahdi Abadi OriginalPaper 29 January 2019 Pages: 2641 - 2658
Sparse modified marginal fisher analysis for facial expression recognition Zhe WangLi ZhangBangjun Wang OriginalPaper 30 January 2019 Pages: 2659 - 2671
Consistent fuzzy preference relation with geometric Bonferroni mean: a fused preference method for assessing the quality of life Fatin Mimi Anira AliasLazim AbdullahEnrique Herrera-Viedma OriginalPaper 31 January 2019 Pages: 2672 - 2683
A reversed node ranking approach for influence maximization in social networks Xiaobin RuiFanrong MengGuan Yuan OriginalPaper 02 February 2019 Pages: 2684 - 2698
On solving the SPL problem using the concept of probability flux Asieh Abolpour MofradAnis YazidiHugo Lewi Hammer OriginalPaper 02 February 2019 Pages: 2699 - 2722
Optimizing restricted Boltzmann machine learning by injecting Gaussian noise to likelihood gradient approximation Prima SanjayaDae-Ki Kang OriginalPaper 02 February 2019 Pages: 2723 - 2734
A new hybrid approach for intrusion detection using machine learning methods Ünal Çavuşoğlu OriginalPaper 04 February 2019 Pages: 2735 - 2761
Level-2 node clustering coefficient-based link prediction Ajay KumarShashank Sheshar SinghBhaskar Biswas OriginalPaper 04 February 2019 Pages: 2762 - 2779
Hierarchical feature extraction based on discriminant analysis Xinxin LiuHong Zhao OriginalPaper 04 February 2019 Pages: 2780 - 2792
Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing Eftychios ProtopapadakisAthanasios VoulodimosTania Stathaki OriginalPaper 07 February 2019 Pages: 2793 - 2806